Spaces:
Running
Running
Upload RzenEmbed-v1-2B.json
Browse files- scores/RzenEmbed-v1-2B.json +2288 -0
scores/RzenEmbed-v1-2B.json
ADDED
@@ -0,0 +1,2288 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"model_name": "RzenEmbed-v1-2B",
|
4 |
+
"model_size": 2.21,
|
5 |
+
"embedding_dimension": 1536,
|
6 |
+
"max_length_tokens": null,
|
7 |
+
"model_release_date": "2025-07-15",
|
8 |
+
"data_source": "RzenAI",
|
9 |
+
"url": "",
|
10 |
+
"report_generated_date": "2025-07-16T17:36:59.567353"
|
11 |
+
},
|
12 |
+
"metrics": {
|
13 |
+
"image": {
|
14 |
+
"ImageNet-1K": {
|
15 |
+
"hit@1": 0.809,
|
16 |
+
"hit@5": 0.949,
|
17 |
+
"hit@10": 0.971,
|
18 |
+
"ndcg_linear@1": 0.809,
|
19 |
+
"ndcg_linear@5": 0.8873729216700347,
|
20 |
+
"ndcg_linear@10": 0.894245384897251,
|
21 |
+
"ndcg_exponential@1": 0.809,
|
22 |
+
"ndcg_exponential@5": 0.8873729216700347,
|
23 |
+
"ndcg_exponential@10": 0.894245384897251,
|
24 |
+
"precision@1": 0.809,
|
25 |
+
"precision@5": 0.18980000000000002,
|
26 |
+
"precision@10": 0.09710000000000002,
|
27 |
+
"recall@1": 0.809,
|
28 |
+
"recall@5": 0.949,
|
29 |
+
"recall@10": 0.971,
|
30 |
+
"f1@1": 0.809,
|
31 |
+
"f1@5": 0.31633333333333336,
|
32 |
+
"f1@10": 0.17654545454545453,
|
33 |
+
"map@1": 0.809,
|
34 |
+
"map@5": 0.8664833333333334,
|
35 |
+
"map@10": 0.8691829365079365,
|
36 |
+
"mrr@1": 0.809,
|
37 |
+
"mrr@5": 0.8664833333333334,
|
38 |
+
"mrr@10": 0.8691829365079365,
|
39 |
+
"num_pred": 1000,
|
40 |
+
"num_data": 1000
|
41 |
+
},
|
42 |
+
"N24News": {
|
43 |
+
"hit@1": 0.74,
|
44 |
+
"hit@5": 0.946,
|
45 |
+
"hit@10": 0.98,
|
46 |
+
"ndcg_linear@1": 0.74,
|
47 |
+
"ndcg_linear@5": 0.8559176011970342,
|
48 |
+
"ndcg_linear@10": 0.867149138771268,
|
49 |
+
"ndcg_exponential@1": 0.74,
|
50 |
+
"ndcg_exponential@5": 0.8559176011970342,
|
51 |
+
"ndcg_exponential@10": 0.867149138771268,
|
52 |
+
"precision@1": 0.74,
|
53 |
+
"precision@5": 0.18920000000000003,
|
54 |
+
"precision@10": 0.09800000000000002,
|
55 |
+
"recall@1": 0.74,
|
56 |
+
"recall@5": 0.946,
|
57 |
+
"recall@10": 0.98,
|
58 |
+
"f1@1": 0.74,
|
59 |
+
"f1@5": 0.3153333333333333,
|
60 |
+
"f1@10": 0.1781818181818182,
|
61 |
+
"map@1": 0.74,
|
62 |
+
"map@5": 0.8254,
|
63 |
+
"map@10": 0.8301777777777777,
|
64 |
+
"mrr@1": 0.74,
|
65 |
+
"mrr@5": 0.8254,
|
66 |
+
"mrr@10": 0.8301777777777777,
|
67 |
+
"num_pred": 1000,
|
68 |
+
"num_data": 1000
|
69 |
+
},
|
70 |
+
"HatefulMemes": {
|
71 |
+
"hit@1": 0.586,
|
72 |
+
"hit@5": 1.0,
|
73 |
+
"hit@10": 1.0,
|
74 |
+
"ndcg_linear@1": 0.586,
|
75 |
+
"ndcg_linear@5": 0.8472049179785835,
|
76 |
+
"ndcg_linear@10": 0.8472049179785835,
|
77 |
+
"ndcg_exponential@1": 0.586,
|
78 |
+
"ndcg_exponential@5": 0.8472049179785835,
|
79 |
+
"ndcg_exponential@10": 0.8472049179785835,
|
80 |
+
"precision@1": 0.586,
|
81 |
+
"precision@5": 0.20000000000000004,
|
82 |
+
"precision@10": 0.10000000000000002,
|
83 |
+
"recall@1": 0.586,
|
84 |
+
"recall@5": 1.0,
|
85 |
+
"recall@10": 1.0,
|
86 |
+
"f1@1": 0.586,
|
87 |
+
"f1@5": 0.3333333333333333,
|
88 |
+
"f1@10": 0.18181818181818182,
|
89 |
+
"map@1": 0.586,
|
90 |
+
"map@5": 0.793,
|
91 |
+
"map@10": 0.793,
|
92 |
+
"mrr@1": 0.586,
|
93 |
+
"mrr@5": 0.793,
|
94 |
+
"mrr@10": 0.793,
|
95 |
+
"num_pred": 1000,
|
96 |
+
"num_data": 1000
|
97 |
+
},
|
98 |
+
"VOC2007": {
|
99 |
+
"hit@1": 0.896,
|
100 |
+
"hit@5": 0.974,
|
101 |
+
"hit@10": 0.988,
|
102 |
+
"ndcg_linear@1": 0.896,
|
103 |
+
"ndcg_linear@5": 0.9393988570118095,
|
104 |
+
"ndcg_linear@10": 0.9439297732712962,
|
105 |
+
"ndcg_exponential@1": 0.896,
|
106 |
+
"ndcg_exponential@5": 0.9393988570118095,
|
107 |
+
"ndcg_exponential@10": 0.9439297732712962,
|
108 |
+
"precision@1": 0.896,
|
109 |
+
"precision@5": 0.19480000000000003,
|
110 |
+
"precision@10": 0.09880000000000001,
|
111 |
+
"recall@1": 0.896,
|
112 |
+
"recall@5": 0.974,
|
113 |
+
"recall@10": 0.988,
|
114 |
+
"f1@1": 0.896,
|
115 |
+
"f1@5": 0.3246666666666666,
|
116 |
+
"f1@10": 0.17963636363636362,
|
117 |
+
"map@1": 0.896,
|
118 |
+
"map@5": 0.9277333333333333,
|
119 |
+
"map@10": 0.9296075396825397,
|
120 |
+
"mrr@1": 0.896,
|
121 |
+
"mrr@5": 0.9277333333333333,
|
122 |
+
"mrr@10": 0.9296075396825397,
|
123 |
+
"num_pred": 1000,
|
124 |
+
"num_data": 1000
|
125 |
+
},
|
126 |
+
"SUN397": {
|
127 |
+
"hit@1": 0.784,
|
128 |
+
"hit@5": 0.958,
|
129 |
+
"hit@10": 0.981,
|
130 |
+
"ndcg_linear@1": 0.784,
|
131 |
+
"ndcg_linear@5": 0.8836853449086659,
|
132 |
+
"ndcg_linear@10": 0.891031065357324,
|
133 |
+
"ndcg_exponential@1": 0.784,
|
134 |
+
"ndcg_exponential@5": 0.8836853449086659,
|
135 |
+
"ndcg_exponential@10": 0.891031065357324,
|
136 |
+
"precision@1": 0.784,
|
137 |
+
"precision@5": 0.19160000000000002,
|
138 |
+
"precision@10": 0.09810000000000002,
|
139 |
+
"recall@1": 0.784,
|
140 |
+
"recall@5": 0.958,
|
141 |
+
"recall@10": 0.981,
|
142 |
+
"f1@1": 0.784,
|
143 |
+
"f1@5": 0.31933333333333336,
|
144 |
+
"f1@10": 0.1783636363636363,
|
145 |
+
"map@1": 0.784,
|
146 |
+
"map@5": 0.8583333333333334,
|
147 |
+
"map@10": 0.8613071428571429,
|
148 |
+
"mrr@1": 0.784,
|
149 |
+
"mrr@5": 0.8583333333333334,
|
150 |
+
"mrr@10": 0.8613071428571429,
|
151 |
+
"num_pred": 1000,
|
152 |
+
"num_data": 1000
|
153 |
+
},
|
154 |
+
"Place365": {
|
155 |
+
"hit@1": 0.413,
|
156 |
+
"hit@5": 0.703,
|
157 |
+
"hit@10": 0.804,
|
158 |
+
"ndcg_linear@1": 0.413,
|
159 |
+
"ndcg_linear@5": 0.5692143522459587,
|
160 |
+
"ndcg_linear@10": 0.6020969578276198,
|
161 |
+
"ndcg_exponential@1": 0.413,
|
162 |
+
"ndcg_exponential@5": 0.5692143522459587,
|
163 |
+
"ndcg_exponential@10": 0.6020969578276198,
|
164 |
+
"precision@1": 0.413,
|
165 |
+
"precision@5": 0.14059999999999997,
|
166 |
+
"precision@10": 0.0804,
|
167 |
+
"recall@1": 0.413,
|
168 |
+
"recall@5": 0.703,
|
169 |
+
"recall@10": 0.804,
|
170 |
+
"f1@1": 0.413,
|
171 |
+
"f1@5": 0.23433333333333337,
|
172 |
+
"f1@10": 0.1461818181818182,
|
173 |
+
"map@1": 0.413,
|
174 |
+
"map@5": 0.5245333333333333,
|
175 |
+
"map@10": 0.538229761904762,
|
176 |
+
"mrr@1": 0.413,
|
177 |
+
"mrr@5": 0.5245333333333333,
|
178 |
+
"mrr@10": 0.538229761904762,
|
179 |
+
"num_pred": 1000,
|
180 |
+
"num_data": 1000
|
181 |
+
},
|
182 |
+
"ImageNet-A": {
|
183 |
+
"hit@1": 0.495,
|
184 |
+
"hit@5": 0.709,
|
185 |
+
"hit@10": 0.781,
|
186 |
+
"ndcg_linear@1": 0.495,
|
187 |
+
"ndcg_linear@5": 0.6114944313148708,
|
188 |
+
"ndcg_linear@10": 0.6348665121005517,
|
189 |
+
"ndcg_exponential@1": 0.495,
|
190 |
+
"ndcg_exponential@5": 0.6114944313148708,
|
191 |
+
"ndcg_exponential@10": 0.6348665121005517,
|
192 |
+
"precision@1": 0.495,
|
193 |
+
"precision@5": 0.14179999999999998,
|
194 |
+
"precision@10": 0.07809999999999999,
|
195 |
+
"recall@1": 0.495,
|
196 |
+
"recall@5": 0.709,
|
197 |
+
"recall@10": 0.781,
|
198 |
+
"f1@1": 0.495,
|
199 |
+
"f1@5": 0.23633333333333337,
|
200 |
+
"f1@10": 0.142,
|
201 |
+
"map@1": 0.495,
|
202 |
+
"map@5": 0.5788166666666666,
|
203 |
+
"map@10": 0.5885103174603176,
|
204 |
+
"mrr@1": 0.495,
|
205 |
+
"mrr@5": 0.5788166666666666,
|
206 |
+
"mrr@10": 0.5885103174603176,
|
207 |
+
"num_pred": 1000,
|
208 |
+
"num_data": 1000
|
209 |
+
},
|
210 |
+
"ImageNet-R": {
|
211 |
+
"hit@1": 0.848,
|
212 |
+
"hit@5": 0.944,
|
213 |
+
"hit@10": 0.962,
|
214 |
+
"ndcg_linear@1": 0.848,
|
215 |
+
"ndcg_linear@5": 0.9008710351449747,
|
216 |
+
"ndcg_linear@10": 0.9068617117972817,
|
217 |
+
"ndcg_exponential@1": 0.848,
|
218 |
+
"ndcg_exponential@5": 0.9008710351449747,
|
219 |
+
"ndcg_exponential@10": 0.9068617117972817,
|
220 |
+
"precision@1": 0.848,
|
221 |
+
"precision@5": 0.18880000000000002,
|
222 |
+
"precision@10": 0.09620000000000002,
|
223 |
+
"recall@1": 0.848,
|
224 |
+
"recall@5": 0.944,
|
225 |
+
"recall@10": 0.962,
|
226 |
+
"f1@1": 0.848,
|
227 |
+
"f1@5": 0.3146666666666667,
|
228 |
+
"f1@10": 0.17490909090909088,
|
229 |
+
"map@1": 0.848,
|
230 |
+
"map@5": 0.88635,
|
231 |
+
"map@10": 0.8889230158730158,
|
232 |
+
"mrr@1": 0.848,
|
233 |
+
"mrr@5": 0.88635,
|
234 |
+
"mrr@10": 0.8889230158730158,
|
235 |
+
"num_pred": 1000,
|
236 |
+
"num_data": 1000
|
237 |
+
},
|
238 |
+
"ObjectNet": {
|
239 |
+
"hit@1": 0.713,
|
240 |
+
"hit@5": 0.863,
|
241 |
+
"hit@10": 0.906,
|
242 |
+
"ndcg_linear@1": 0.713,
|
243 |
+
"ndcg_linear@5": 0.7966827600295562,
|
244 |
+
"ndcg_linear@10": 0.8104878302902433,
|
245 |
+
"ndcg_exponential@1": 0.713,
|
246 |
+
"ndcg_exponential@5": 0.7966827600295562,
|
247 |
+
"ndcg_exponential@10": 0.8104878302902433,
|
248 |
+
"precision@1": 0.713,
|
249 |
+
"precision@5": 0.17260000000000003,
|
250 |
+
"precision@10": 0.09060000000000001,
|
251 |
+
"recall@1": 0.713,
|
252 |
+
"recall@5": 0.863,
|
253 |
+
"recall@10": 0.906,
|
254 |
+
"f1@1": 0.713,
|
255 |
+
"f1@5": 0.28766666666666674,
|
256 |
+
"f1@10": 0.16472727272727272,
|
257 |
+
"map@1": 0.713,
|
258 |
+
"map@5": 0.7742833333333333,
|
259 |
+
"map@10": 0.7799198412698413,
|
260 |
+
"mrr@1": 0.713,
|
261 |
+
"mrr@5": 0.7742833333333333,
|
262 |
+
"mrr@10": 0.7799198412698413,
|
263 |
+
"num_pred": 1000,
|
264 |
+
"num_data": 1000
|
265 |
+
},
|
266 |
+
"Country211": {
|
267 |
+
"hit@1": 0.245,
|
268 |
+
"hit@5": 0.425,
|
269 |
+
"hit@10": 0.524,
|
270 |
+
"ndcg_linear@1": 0.245,
|
271 |
+
"ndcg_linear@5": 0.34011931876670454,
|
272 |
+
"ndcg_linear@10": 0.3722522680493705,
|
273 |
+
"ndcg_exponential@1": 0.245,
|
274 |
+
"ndcg_exponential@5": 0.34011931876670454,
|
275 |
+
"ndcg_exponential@10": 0.3722522680493705,
|
276 |
+
"precision@1": 0.245,
|
277 |
+
"precision@5": 0.08499999999999999,
|
278 |
+
"precision@10": 0.052399999999999995,
|
279 |
+
"recall@1": 0.245,
|
280 |
+
"recall@5": 0.425,
|
281 |
+
"recall@10": 0.524,
|
282 |
+
"f1@1": 0.245,
|
283 |
+
"f1@5": 0.1416666666666667,
|
284 |
+
"f1@10": 0.09527272727272729,
|
285 |
+
"map@1": 0.245,
|
286 |
+
"map@5": 0.3119166666666666,
|
287 |
+
"map@10": 0.3252480158730159,
|
288 |
+
"mrr@1": 0.245,
|
289 |
+
"mrr@5": 0.3119166666666666,
|
290 |
+
"mrr@10": 0.3252480158730159,
|
291 |
+
"num_pred": 1000,
|
292 |
+
"num_data": 1000
|
293 |
+
},
|
294 |
+
"OK-VQA": {
|
295 |
+
"hit@1": 0.6,
|
296 |
+
"hit@5": 0.835,
|
297 |
+
"hit@10": 0.897,
|
298 |
+
"ndcg_linear@1": 0.6,
|
299 |
+
"ndcg_linear@5": 0.7283836592219812,
|
300 |
+
"ndcg_linear@10": 0.7483526360068199,
|
301 |
+
"ndcg_exponential@1": 0.6,
|
302 |
+
"ndcg_exponential@5": 0.7283836592219812,
|
303 |
+
"ndcg_exponential@10": 0.7483526360068199,
|
304 |
+
"precision@1": 0.6,
|
305 |
+
"precision@5": 0.167,
|
306 |
+
"precision@10": 0.08970000000000002,
|
307 |
+
"recall@1": 0.6,
|
308 |
+
"recall@5": 0.835,
|
309 |
+
"recall@10": 0.897,
|
310 |
+
"f1@1": 0.6,
|
311 |
+
"f1@5": 0.2783333333333334,
|
312 |
+
"f1@10": 0.1630909090909091,
|
313 |
+
"map@1": 0.6,
|
314 |
+
"map@5": 0.6925833333333333,
|
315 |
+
"map@10": 0.7007813492063492,
|
316 |
+
"mrr@1": 0.6,
|
317 |
+
"mrr@5": 0.6925833333333333,
|
318 |
+
"mrr@10": 0.7007813492063492,
|
319 |
+
"num_pred": 1000,
|
320 |
+
"num_data": 1000
|
321 |
+
},
|
322 |
+
"A-OKVQA": {
|
323 |
+
"hit@1": 0.532,
|
324 |
+
"hit@5": 0.833,
|
325 |
+
"hit@10": 0.897,
|
326 |
+
"ndcg_linear@1": 0.532,
|
327 |
+
"ndcg_linear@5": 0.6946159677593404,
|
328 |
+
"ndcg_linear@10": 0.7154405844345778,
|
329 |
+
"ndcg_exponential@1": 0.532,
|
330 |
+
"ndcg_exponential@5": 0.6946159677593404,
|
331 |
+
"ndcg_exponential@10": 0.7154405844345778,
|
332 |
+
"precision@1": 0.532,
|
333 |
+
"precision@5": 0.16660000000000003,
|
334 |
+
"precision@10": 0.0897,
|
335 |
+
"recall@1": 0.532,
|
336 |
+
"recall@5": 0.833,
|
337 |
+
"recall@10": 0.897,
|
338 |
+
"f1@1": 0.532,
|
339 |
+
"f1@5": 0.27766666666666673,
|
340 |
+
"f1@10": 0.1630909090909091,
|
341 |
+
"map@1": 0.532,
|
342 |
+
"map@5": 0.64835,
|
343 |
+
"map@10": 0.657015873015873,
|
344 |
+
"mrr@1": 0.532,
|
345 |
+
"mrr@5": 0.64835,
|
346 |
+
"mrr@10": 0.657015873015873,
|
347 |
+
"num_pred": 1000,
|
348 |
+
"num_data": 1000
|
349 |
+
},
|
350 |
+
"DocVQA": {
|
351 |
+
"hit@1": 0.905,
|
352 |
+
"hit@5": 0.972,
|
353 |
+
"hit@10": 0.985,
|
354 |
+
"ndcg_linear@1": 0.905,
|
355 |
+
"ndcg_linear@5": 0.9446377226583499,
|
356 |
+
"ndcg_linear@10": 0.9489408131651074,
|
357 |
+
"ndcg_exponential@1": 0.905,
|
358 |
+
"ndcg_exponential@5": 0.9446377226583499,
|
359 |
+
"ndcg_exponential@10": 0.9489408131651074,
|
360 |
+
"precision@1": 0.905,
|
361 |
+
"precision@5": 0.19440000000000004,
|
362 |
+
"precision@10": 0.09850000000000002,
|
363 |
+
"recall@1": 0.905,
|
364 |
+
"recall@5": 0.972,
|
365 |
+
"recall@10": 0.985,
|
366 |
+
"f1@1": 0.905,
|
367 |
+
"f1@5": 0.324,
|
368 |
+
"f1@10": 0.17909090909090908,
|
369 |
+
"map@1": 0.905,
|
370 |
+
"map@5": 0.9351833333333334,
|
371 |
+
"map@10": 0.9370174603174602,
|
372 |
+
"mrr@1": 0.905,
|
373 |
+
"mrr@5": 0.9351833333333334,
|
374 |
+
"mrr@10": 0.9370174603174602,
|
375 |
+
"num_pred": 1000,
|
376 |
+
"num_data": 1000
|
377 |
+
},
|
378 |
+
"InfographicsVQA": {
|
379 |
+
"hit@1": 0.593,
|
380 |
+
"hit@5": 0.787,
|
381 |
+
"hit@10": 0.849,
|
382 |
+
"ndcg_linear@1": 0.593,
|
383 |
+
"ndcg_linear@5": 0.6992302235074854,
|
384 |
+
"ndcg_linear@10": 0.719037023415279,
|
385 |
+
"ndcg_exponential@1": 0.593,
|
386 |
+
"ndcg_exponential@5": 0.6992302235074854,
|
387 |
+
"ndcg_exponential@10": 0.719037023415279,
|
388 |
+
"precision@1": 0.593,
|
389 |
+
"precision@5": 0.15739999999999998,
|
390 |
+
"precision@10": 0.0849,
|
391 |
+
"recall@1": 0.593,
|
392 |
+
"recall@5": 0.787,
|
393 |
+
"recall@10": 0.849,
|
394 |
+
"f1@1": 0.593,
|
395 |
+
"f1@5": 0.26233333333333336,
|
396 |
+
"f1@10": 0.15436363636363637,
|
397 |
+
"map@1": 0.593,
|
398 |
+
"map@5": 0.6697833333333333,
|
399 |
+
"map@10": 0.6778043650793651,
|
400 |
+
"mrr@1": 0.593,
|
401 |
+
"mrr@5": 0.6697833333333333,
|
402 |
+
"mrr@10": 0.6778043650793651,
|
403 |
+
"num_pred": 1000,
|
404 |
+
"num_data": 1000
|
405 |
+
},
|
406 |
+
"ChartQA": {
|
407 |
+
"hit@1": 0.518,
|
408 |
+
"hit@5": 0.685,
|
409 |
+
"hit@10": 0.729,
|
410 |
+
"ndcg_linear@1": 0.518,
|
411 |
+
"ndcg_linear@5": 0.6092852996177144,
|
412 |
+
"ndcg_linear@10": 0.6237752364760738,
|
413 |
+
"ndcg_exponential@1": 0.518,
|
414 |
+
"ndcg_exponential@5": 0.6092852996177144,
|
415 |
+
"ndcg_exponential@10": 0.6237752364760738,
|
416 |
+
"precision@1": 0.518,
|
417 |
+
"precision@5": 0.137,
|
418 |
+
"precision@10": 0.0729,
|
419 |
+
"recall@1": 0.518,
|
420 |
+
"recall@5": 0.685,
|
421 |
+
"recall@10": 0.729,
|
422 |
+
"f1@1": 0.518,
|
423 |
+
"f1@5": 0.22833333333333336,
|
424 |
+
"f1@10": 0.13254545454545455,
|
425 |
+
"map@1": 0.518,
|
426 |
+
"map@5": 0.5838833333333333,
|
427 |
+
"map@10": 0.5900174603174603,
|
428 |
+
"mrr@1": 0.518,
|
429 |
+
"mrr@5": 0.5838833333333333,
|
430 |
+
"mrr@10": 0.5900174603174603,
|
431 |
+
"num_pred": 1000,
|
432 |
+
"num_data": 1000
|
433 |
+
},
|
434 |
+
"Visual7W": {
|
435 |
+
"hit@1": 0.571,
|
436 |
+
"hit@5": 0.889,
|
437 |
+
"hit@10": 0.941,
|
438 |
+
"ndcg_linear@1": 0.571,
|
439 |
+
"ndcg_linear@5": 0.743669883740337,
|
440 |
+
"ndcg_linear@10": 0.7608831436573412,
|
441 |
+
"ndcg_exponential@1": 0.571,
|
442 |
+
"ndcg_exponential@5": 0.743669883740337,
|
443 |
+
"ndcg_exponential@10": 0.7608831436573412,
|
444 |
+
"precision@1": 0.571,
|
445 |
+
"precision@5": 0.1778,
|
446 |
+
"precision@10": 0.0941,
|
447 |
+
"recall@1": 0.571,
|
448 |
+
"recall@5": 0.889,
|
449 |
+
"recall@10": 0.941,
|
450 |
+
"f1@1": 0.571,
|
451 |
+
"f1@5": 0.29633333333333334,
|
452 |
+
"f1@10": 0.1710909090909091,
|
453 |
+
"map@1": 0.571,
|
454 |
+
"map@5": 0.6949666666666667,
|
455 |
+
"map@10": 0.7023039682539681,
|
456 |
+
"mrr@1": 0.571,
|
457 |
+
"mrr@5": 0.6949666666666667,
|
458 |
+
"mrr@10": 0.7023039682539681,
|
459 |
+
"num_pred": 1000,
|
460 |
+
"num_data": 1000
|
461 |
+
},
|
462 |
+
"ScienceQA": {
|
463 |
+
"hit@1": 0.475,
|
464 |
+
"hit@5": 0.765,
|
465 |
+
"hit@10": 0.864,
|
466 |
+
"ndcg_linear@1": 0.475,
|
467 |
+
"ndcg_linear@5": 0.6314453432319744,
|
468 |
+
"ndcg_linear@10": 0.6630621657284694,
|
469 |
+
"ndcg_exponential@1": 0.475,
|
470 |
+
"ndcg_exponential@5": 0.6314453432319744,
|
471 |
+
"ndcg_exponential@10": 0.6630621657284694,
|
472 |
+
"precision@1": 0.475,
|
473 |
+
"precision@5": 0.153,
|
474 |
+
"precision@10": 0.0864,
|
475 |
+
"recall@1": 0.475,
|
476 |
+
"recall@5": 0.765,
|
477 |
+
"recall@10": 0.864,
|
478 |
+
"f1@1": 0.475,
|
479 |
+
"f1@5": 0.25500000000000006,
|
480 |
+
"f1@10": 0.1570909090909091,
|
481 |
+
"map@1": 0.475,
|
482 |
+
"map@5": 0.5868666666666666,
|
483 |
+
"map@10": 0.5996865079365079,
|
484 |
+
"mrr@1": 0.475,
|
485 |
+
"mrr@5": 0.5868666666666666,
|
486 |
+
"mrr@10": 0.5996865079365079,
|
487 |
+
"num_pred": 1000,
|
488 |
+
"num_data": 1000
|
489 |
+
},
|
490 |
+
"VizWiz": {
|
491 |
+
"hit@1": 0.534,
|
492 |
+
"hit@5": 0.718,
|
493 |
+
"hit@10": 0.764,
|
494 |
+
"ndcg_linear@1": 0.534,
|
495 |
+
"ndcg_linear@5": 0.6357776354115615,
|
496 |
+
"ndcg_linear@10": 0.6503798129042785,
|
497 |
+
"ndcg_exponential@1": 0.534,
|
498 |
+
"ndcg_exponential@5": 0.6357776354115615,
|
499 |
+
"ndcg_exponential@10": 0.6503798129042785,
|
500 |
+
"precision@1": 0.534,
|
501 |
+
"precision@5": 0.1436,
|
502 |
+
"precision@10": 0.07640000000000001,
|
503 |
+
"recall@1": 0.534,
|
504 |
+
"recall@5": 0.718,
|
505 |
+
"recall@10": 0.764,
|
506 |
+
"f1@1": 0.534,
|
507 |
+
"f1@5": 0.23933333333333337,
|
508 |
+
"f1@10": 0.13890909090909093,
|
509 |
+
"map@1": 0.534,
|
510 |
+
"map@5": 0.6081,
|
511 |
+
"map@10": 0.613972619047619,
|
512 |
+
"mrr@1": 0.534,
|
513 |
+
"mrr@5": 0.6081,
|
514 |
+
"mrr@10": 0.613972619047619,
|
515 |
+
"num_pred": 1000,
|
516 |
+
"num_data": 1000
|
517 |
+
},
|
518 |
+
"GQA": {
|
519 |
+
"hit@1": 0.604,
|
520 |
+
"hit@5": 0.826,
|
521 |
+
"hit@10": 0.884,
|
522 |
+
"ndcg_linear@1": 0.604,
|
523 |
+
"ndcg_linear@5": 0.7250962738992552,
|
524 |
+
"ndcg_linear@10": 0.7439540651545449,
|
525 |
+
"ndcg_exponential@1": 0.604,
|
526 |
+
"ndcg_exponential@5": 0.7250962738992552,
|
527 |
+
"ndcg_exponential@10": 0.7439540651545449,
|
528 |
+
"precision@1": 0.604,
|
529 |
+
"precision@5": 0.1652,
|
530 |
+
"precision@10": 0.0884,
|
531 |
+
"recall@1": 0.604,
|
532 |
+
"recall@5": 0.826,
|
533 |
+
"recall@10": 0.884,
|
534 |
+
"f1@1": 0.604,
|
535 |
+
"f1@5": 0.2753333333333334,
|
536 |
+
"f1@10": 0.16072727272727272,
|
537 |
+
"map@1": 0.604,
|
538 |
+
"map@5": 0.6912,
|
539 |
+
"map@10": 0.6990444444444445,
|
540 |
+
"mrr@1": 0.604,
|
541 |
+
"mrr@5": 0.6912,
|
542 |
+
"mrr@10": 0.6990444444444445,
|
543 |
+
"num_pred": 1000,
|
544 |
+
"num_data": 1000
|
545 |
+
},
|
546 |
+
"TextVQA": {
|
547 |
+
"hit@1": 0.838,
|
548 |
+
"hit@5": 0.9,
|
549 |
+
"hit@10": 0.912,
|
550 |
+
"ndcg_linear@1": 0.838,
|
551 |
+
"ndcg_linear@5": 0.8735356970943653,
|
552 |
+
"ndcg_linear@10": 0.877449220591428,
|
553 |
+
"ndcg_exponential@1": 0.838,
|
554 |
+
"ndcg_exponential@5": 0.8735356970943653,
|
555 |
+
"ndcg_exponential@10": 0.877449220591428,
|
556 |
+
"precision@1": 0.838,
|
557 |
+
"precision@5": 0.18,
|
558 |
+
"precision@10": 0.09120000000000002,
|
559 |
+
"recall@1": 0.838,
|
560 |
+
"recall@5": 0.9,
|
561 |
+
"recall@10": 0.912,
|
562 |
+
"f1@1": 0.838,
|
563 |
+
"f1@5": 0.3,
|
564 |
+
"f1@10": 0.1658181818181818,
|
565 |
+
"map@1": 0.838,
|
566 |
+
"map@5": 0.8645166666666666,
|
567 |
+
"map@10": 0.8661539682539683,
|
568 |
+
"mrr@1": 0.838,
|
569 |
+
"mrr@5": 0.8645166666666666,
|
570 |
+
"mrr@10": 0.8661539682539683,
|
571 |
+
"num_pred": 1000,
|
572 |
+
"num_data": 1000
|
573 |
+
},
|
574 |
+
"VisDial": {
|
575 |
+
"hit@1": 0.791,
|
576 |
+
"hit@5": 0.945,
|
577 |
+
"hit@10": 0.97,
|
578 |
+
"ndcg_linear@1": 0.791,
|
579 |
+
"ndcg_linear@5": 0.8757768586840254,
|
580 |
+
"ndcg_linear@10": 0.8839019772727467,
|
581 |
+
"ndcg_exponential@1": 0.791,
|
582 |
+
"ndcg_exponential@5": 0.8757768586840254,
|
583 |
+
"ndcg_exponential@10": 0.8839019772727467,
|
584 |
+
"precision@1": 0.791,
|
585 |
+
"precision@5": 0.189,
|
586 |
+
"precision@10": 0.09700000000000002,
|
587 |
+
"recall@1": 0.791,
|
588 |
+
"recall@5": 0.945,
|
589 |
+
"recall@10": 0.97,
|
590 |
+
"f1@1": 0.791,
|
591 |
+
"f1@5": 0.315,
|
592 |
+
"f1@10": 0.17636363636363636,
|
593 |
+
"map@1": 0.791,
|
594 |
+
"map@5": 0.8524666666666667,
|
595 |
+
"map@10": 0.8558428571428571,
|
596 |
+
"mrr@1": 0.791,
|
597 |
+
"mrr@5": 0.8524666666666667,
|
598 |
+
"mrr@10": 0.8558428571428571,
|
599 |
+
"num_pred": 1000,
|
600 |
+
"num_data": 1000
|
601 |
+
},
|
602 |
+
"CIRR": {
|
603 |
+
"hit@1": 0.627,
|
604 |
+
"hit@5": 0.904,
|
605 |
+
"hit@10": 0.955,
|
606 |
+
"ndcg_linear@1": 0.627,
|
607 |
+
"ndcg_linear@5": 0.7814520061894136,
|
608 |
+
"ndcg_linear@10": 0.7982662696128282,
|
609 |
+
"ndcg_exponential@1": 0.627,
|
610 |
+
"ndcg_exponential@5": 0.7814520061894136,
|
611 |
+
"ndcg_exponential@10": 0.7982662696128282,
|
612 |
+
"precision@1": 0.627,
|
613 |
+
"precision@5": 0.18080000000000002,
|
614 |
+
"precision@10": 0.09550000000000002,
|
615 |
+
"recall@1": 0.627,
|
616 |
+
"recall@5": 0.904,
|
617 |
+
"recall@10": 0.955,
|
618 |
+
"f1@1": 0.627,
|
619 |
+
"f1@5": 0.3013333333333334,
|
620 |
+
"f1@10": 0.17363636363636362,
|
621 |
+
"map@1": 0.627,
|
622 |
+
"map@5": 0.7399833333333333,
|
623 |
+
"map@10": 0.747115873015873,
|
624 |
+
"mrr@1": 0.627,
|
625 |
+
"mrr@5": 0.7399833333333333,
|
626 |
+
"mrr@10": 0.747115873015873,
|
627 |
+
"num_pred": 1000,
|
628 |
+
"num_data": 1000
|
629 |
+
},
|
630 |
+
"VisualNews_t2i": {
|
631 |
+
"hit@1": 0.78,
|
632 |
+
"hit@5": 0.908,
|
633 |
+
"hit@10": 0.931,
|
634 |
+
"ndcg_linear@1": 0.78,
|
635 |
+
"ndcg_linear@5": 0.8500641649581272,
|
636 |
+
"ndcg_linear@10": 0.8576663310856566,
|
637 |
+
"ndcg_exponential@1": 0.78,
|
638 |
+
"ndcg_exponential@5": 0.8500641649581272,
|
639 |
+
"ndcg_exponential@10": 0.8576663310856566,
|
640 |
+
"precision@1": 0.78,
|
641 |
+
"precision@5": 0.1816,
|
642 |
+
"precision@10": 0.09309999999999999,
|
643 |
+
"recall@1": 0.78,
|
644 |
+
"recall@5": 0.908,
|
645 |
+
"recall@10": 0.931,
|
646 |
+
"f1@1": 0.78,
|
647 |
+
"f1@5": 0.3026666666666667,
|
648 |
+
"f1@10": 0.16927272727272724,
|
649 |
+
"map@1": 0.78,
|
650 |
+
"map@5": 0.8306166666666668,
|
651 |
+
"map@10": 0.8338484126984126,
|
652 |
+
"mrr@1": 0.78,
|
653 |
+
"mrr@5": 0.8306166666666668,
|
654 |
+
"mrr@10": 0.8338484126984126,
|
655 |
+
"num_pred": 1000,
|
656 |
+
"num_data": 1000
|
657 |
+
},
|
658 |
+
"VisualNews_i2t": {
|
659 |
+
"hit@1": 0.814,
|
660 |
+
"hit@5": 0.921,
|
661 |
+
"hit@10": 0.939,
|
662 |
+
"ndcg_linear@1": 0.814,
|
663 |
+
"ndcg_linear@5": 0.8728615373378912,
|
664 |
+
"ndcg_linear@10": 0.8787080770691066,
|
665 |
+
"ndcg_exponential@1": 0.814,
|
666 |
+
"ndcg_exponential@5": 0.8728615373378912,
|
667 |
+
"ndcg_exponential@10": 0.8787080770691066,
|
668 |
+
"precision@1": 0.814,
|
669 |
+
"precision@5": 0.18420000000000006,
|
670 |
+
"precision@10": 0.09390000000000001,
|
671 |
+
"recall@1": 0.814,
|
672 |
+
"recall@5": 0.921,
|
673 |
+
"recall@10": 0.939,
|
674 |
+
"f1@1": 0.814,
|
675 |
+
"f1@5": 0.307,
|
676 |
+
"f1@10": 0.17072727272727273,
|
677 |
+
"map@1": 0.814,
|
678 |
+
"map@5": 0.8566500000000001,
|
679 |
+
"map@10": 0.8590753968253969,
|
680 |
+
"mrr@1": 0.814,
|
681 |
+
"mrr@5": 0.8566500000000001,
|
682 |
+
"mrr@10": 0.8590753968253969,
|
683 |
+
"num_pred": 1000,
|
684 |
+
"num_data": 1000
|
685 |
+
},
|
686 |
+
"MSCOCO_t2i": {
|
687 |
+
"hit@1": 0.767,
|
688 |
+
"hit@5": 0.947,
|
689 |
+
"hit@10": 0.981,
|
690 |
+
"ndcg_linear@1": 0.767,
|
691 |
+
"ndcg_linear@5": 0.8674275875789338,
|
692 |
+
"ndcg_linear@10": 0.8785792123543245,
|
693 |
+
"ndcg_exponential@1": 0.767,
|
694 |
+
"ndcg_exponential@5": 0.8674275875789338,
|
695 |
+
"ndcg_exponential@10": 0.8785792123543245,
|
696 |
+
"precision@1": 0.767,
|
697 |
+
"precision@5": 0.18940000000000004,
|
698 |
+
"precision@10": 0.09810000000000002,
|
699 |
+
"recall@1": 0.767,
|
700 |
+
"recall@5": 0.947,
|
701 |
+
"recall@10": 0.981,
|
702 |
+
"f1@1": 0.767,
|
703 |
+
"f1@5": 0.3156666666666667,
|
704 |
+
"f1@10": 0.17836363636363634,
|
705 |
+
"map@1": 0.767,
|
706 |
+
"map@5": 0.8405333333333334,
|
707 |
+
"map@10": 0.8452297619047618,
|
708 |
+
"mrr@1": 0.767,
|
709 |
+
"mrr@5": 0.8405333333333334,
|
710 |
+
"mrr@10": 0.8452297619047618,
|
711 |
+
"num_pred": 1000,
|
712 |
+
"num_data": 1000
|
713 |
+
},
|
714 |
+
"MSCOCO_i2t": {
|
715 |
+
"hit@1": 0.736,
|
716 |
+
"hit@5": 0.931,
|
717 |
+
"hit@10": 0.977,
|
718 |
+
"ndcg_linear@1": 0.736,
|
719 |
+
"ndcg_linear@5": 0.846634371650986,
|
720 |
+
"ndcg_linear@10": 0.8617493616233067,
|
721 |
+
"ndcg_exponential@1": 0.736,
|
722 |
+
"ndcg_exponential@5": 0.846634371650986,
|
723 |
+
"ndcg_exponential@10": 0.8617493616233067,
|
724 |
+
"precision@1": 0.736,
|
725 |
+
"precision@5": 0.1862,
|
726 |
+
"precision@10": 0.09770000000000002,
|
727 |
+
"recall@1": 0.736,
|
728 |
+
"recall@5": 0.931,
|
729 |
+
"recall@10": 0.977,
|
730 |
+
"f1@1": 0.736,
|
731 |
+
"f1@5": 0.31033333333333335,
|
732 |
+
"f1@10": 0.17763636363636362,
|
733 |
+
"map@1": 0.736,
|
734 |
+
"map@5": 0.81795,
|
735 |
+
"map@10": 0.8243242063492062,
|
736 |
+
"mrr@1": 0.736,
|
737 |
+
"mrr@5": 0.81795,
|
738 |
+
"mrr@10": 0.8243242063492062,
|
739 |
+
"num_pred": 1000,
|
740 |
+
"num_data": 1000
|
741 |
+
},
|
742 |
+
"NIGHTS": {
|
743 |
+
"hit@1": 0.679,
|
744 |
+
"hit@5": 0.977,
|
745 |
+
"hit@10": 0.993,
|
746 |
+
"ndcg_linear@1": 0.679,
|
747 |
+
"ndcg_linear@5": 0.851460039622325,
|
748 |
+
"ndcg_linear@10": 0.8568819234846234,
|
749 |
+
"ndcg_exponential@1": 0.679,
|
750 |
+
"ndcg_exponential@5": 0.851460039622325,
|
751 |
+
"ndcg_exponential@10": 0.8568819234846234,
|
752 |
+
"precision@1": 0.679,
|
753 |
+
"precision@5": 0.19540000000000005,
|
754 |
+
"precision@10": 0.09930000000000001,
|
755 |
+
"recall@1": 0.679,
|
756 |
+
"recall@5": 0.977,
|
757 |
+
"recall@10": 0.993,
|
758 |
+
"f1@1": 0.679,
|
759 |
+
"f1@5": 0.3256666666666666,
|
760 |
+
"f1@10": 0.1805454545454545,
|
761 |
+
"map@1": 0.679,
|
762 |
+
"map@5": 0.8084166666666668,
|
763 |
+
"map@10": 0.8108003968253967,
|
764 |
+
"mrr@1": 0.679,
|
765 |
+
"mrr@5": 0.8084166666666668,
|
766 |
+
"mrr@10": 0.8108003968253967,
|
767 |
+
"num_pred": 1000,
|
768 |
+
"num_data": 1000
|
769 |
+
},
|
770 |
+
"WebQA": {
|
771 |
+
"hit@1": 0.91,
|
772 |
+
"hit@5": 0.987,
|
773 |
+
"hit@10": 0.991,
|
774 |
+
"ndcg_linear@1": 0.91,
|
775 |
+
"ndcg_linear@5": 0.9551382902817904,
|
776 |
+
"ndcg_linear@10": 0.9564731028156578,
|
777 |
+
"ndcg_exponential@1": 0.91,
|
778 |
+
"ndcg_exponential@5": 0.9551382902817904,
|
779 |
+
"ndcg_exponential@10": 0.9564731028156578,
|
780 |
+
"precision@1": 0.91,
|
781 |
+
"precision@5": 0.19740000000000005,
|
782 |
+
"precision@10": 0.09910000000000002,
|
783 |
+
"recall@1": 0.91,
|
784 |
+
"recall@5": 0.987,
|
785 |
+
"recall@10": 0.991,
|
786 |
+
"f1@1": 0.91,
|
787 |
+
"f1@5": 0.329,
|
788 |
+
"f1@10": 0.1801818181818182,
|
789 |
+
"map@1": 0.91,
|
790 |
+
"map@5": 0.9441833333333334,
|
791 |
+
"map@10": 0.9447595238095238,
|
792 |
+
"mrr@1": 0.91,
|
793 |
+
"mrr@5": 0.9441833333333334,
|
794 |
+
"mrr@10": 0.9447595238095238,
|
795 |
+
"num_pred": 1000,
|
796 |
+
"num_data": 1000
|
797 |
+
},
|
798 |
+
"FashionIQ": {
|
799 |
+
"hit@1": 0.338,
|
800 |
+
"hit@5": 0.598,
|
801 |
+
"hit@10": 0.707,
|
802 |
+
"ndcg_linear@1": 0.338,
|
803 |
+
"ndcg_linear@5": 0.4737408022870451,
|
804 |
+
"ndcg_linear@10": 0.509405039694376,
|
805 |
+
"ndcg_exponential@1": 0.338,
|
806 |
+
"ndcg_exponential@5": 0.4737408022870451,
|
807 |
+
"ndcg_exponential@10": 0.509405039694376,
|
808 |
+
"precision@1": 0.338,
|
809 |
+
"precision@5": 0.1196,
|
810 |
+
"precision@10": 0.07069999999999999,
|
811 |
+
"recall@1": 0.338,
|
812 |
+
"recall@5": 0.598,
|
813 |
+
"recall@10": 0.707,
|
814 |
+
"f1@1": 0.338,
|
815 |
+
"f1@5": 0.19933333333333336,
|
816 |
+
"f1@10": 0.12854545454545457,
|
817 |
+
"map@1": 0.338,
|
818 |
+
"map@5": 0.43256666666666665,
|
819 |
+
"map@10": 0.4475174603174603,
|
820 |
+
"mrr@1": 0.338,
|
821 |
+
"mrr@5": 0.43256666666666665,
|
822 |
+
"mrr@10": 0.4475174603174603,
|
823 |
+
"num_pred": 1000,
|
824 |
+
"num_data": 1000
|
825 |
+
},
|
826 |
+
"Wiki-SS-NQ": {
|
827 |
+
"hit@1": 0.749,
|
828 |
+
"hit@5": 0.93,
|
829 |
+
"hit@10": 0.954,
|
830 |
+
"ndcg_linear@1": 0.749,
|
831 |
+
"ndcg_linear@5": 0.8518286622685086,
|
832 |
+
"ndcg_linear@10": 0.8598218746062669,
|
833 |
+
"ndcg_exponential@1": 0.749,
|
834 |
+
"ndcg_exponential@5": 0.8518286622685086,
|
835 |
+
"ndcg_exponential@10": 0.8598218746062669,
|
836 |
+
"precision@1": 0.749,
|
837 |
+
"precision@5": 0.18600000000000003,
|
838 |
+
"precision@10": 0.09540000000000003,
|
839 |
+
"recall@1": 0.749,
|
840 |
+
"recall@5": 0.93,
|
841 |
+
"recall@10": 0.954,
|
842 |
+
"f1@1": 0.749,
|
843 |
+
"f1@5": 0.31,
|
844 |
+
"f1@10": 0.17345454545454544,
|
845 |
+
"map@1": 0.749,
|
846 |
+
"map@5": 0.8252166666666667,
|
847 |
+
"map@10": 0.8286500000000001,
|
848 |
+
"mrr@1": 0.749,
|
849 |
+
"mrr@5": 0.8252166666666667,
|
850 |
+
"mrr@10": 0.8286500000000001,
|
851 |
+
"num_pred": 1000,
|
852 |
+
"num_data": 1000
|
853 |
+
},
|
854 |
+
"OVEN": {
|
855 |
+
"hit@1": 0.746,
|
856 |
+
"hit@5": 0.925,
|
857 |
+
"hit@10": 0.958,
|
858 |
+
"ndcg_linear@1": 0.746,
|
859 |
+
"ndcg_linear@5": 0.844413209516627,
|
860 |
+
"ndcg_linear@10": 0.8552665639399527,
|
861 |
+
"ndcg_exponential@1": 0.746,
|
862 |
+
"ndcg_exponential@5": 0.844413209516627,
|
863 |
+
"ndcg_exponential@10": 0.8552665639399527,
|
864 |
+
"precision@1": 0.746,
|
865 |
+
"precision@5": 0.18500000000000003,
|
866 |
+
"precision@10": 0.09580000000000001,
|
867 |
+
"recall@1": 0.746,
|
868 |
+
"recall@5": 0.925,
|
869 |
+
"recall@10": 0.958,
|
870 |
+
"f1@1": 0.746,
|
871 |
+
"f1@5": 0.30833333333333335,
|
872 |
+
"f1@10": 0.1741818181818182,
|
873 |
+
"map@1": 0.746,
|
874 |
+
"map@5": 0.8172999999999999,
|
875 |
+
"map@10": 0.8218880952380953,
|
876 |
+
"mrr@1": 0.746,
|
877 |
+
"mrr@5": 0.8172999999999999,
|
878 |
+
"mrr@10": 0.8218880952380953,
|
879 |
+
"num_pred": 1000,
|
880 |
+
"num_data": 1000
|
881 |
+
},
|
882 |
+
"EDIS": {
|
883 |
+
"hit@1": 0.92,
|
884 |
+
"hit@5": 0.987,
|
885 |
+
"hit@10": 0.993,
|
886 |
+
"ndcg_linear@1": 0.92,
|
887 |
+
"ndcg_linear@5": 0.9581026722360495,
|
888 |
+
"ndcg_linear@10": 0.960027672213166,
|
889 |
+
"ndcg_exponential@1": 0.92,
|
890 |
+
"ndcg_exponential@5": 0.9581026722360495,
|
891 |
+
"ndcg_exponential@10": 0.960027672213166,
|
892 |
+
"precision@1": 0.92,
|
893 |
+
"precision@5": 0.19740000000000005,
|
894 |
+
"precision@10": 0.09930000000000001,
|
895 |
+
"recall@1": 0.92,
|
896 |
+
"recall@5": 0.987,
|
897 |
+
"recall@10": 0.993,
|
898 |
+
"f1@1": 0.92,
|
899 |
+
"f1@5": 0.329,
|
900 |
+
"f1@10": 0.18054545454545454,
|
901 |
+
"map@1": 0.92,
|
902 |
+
"map@5": 0.9482333333333334,
|
903 |
+
"map@10": 0.9490178571428571,
|
904 |
+
"mrr@1": 0.92,
|
905 |
+
"mrr@5": 0.9482333333333334,
|
906 |
+
"mrr@10": 0.9490178571428571,
|
907 |
+
"num_pred": 1000,
|
908 |
+
"num_data": 1000
|
909 |
+
},
|
910 |
+
"MSCOCO": {
|
911 |
+
"hit@1": 0.685,
|
912 |
+
"hit@5": 0.828,
|
913 |
+
"hit@10": 0.876,
|
914 |
+
"ndcg_linear@1": 0.685,
|
915 |
+
"ndcg_linear@5": 0.7659909484428852,
|
916 |
+
"ndcg_linear@10": 0.7811887013291692,
|
917 |
+
"ndcg_exponential@1": 0.685,
|
918 |
+
"ndcg_exponential@5": 0.7659909484428852,
|
919 |
+
"ndcg_exponential@10": 0.7811887013291692,
|
920 |
+
"precision@1": 0.685,
|
921 |
+
"precision@5": 0.1656,
|
922 |
+
"precision@10": 0.08760000000000003,
|
923 |
+
"recall@1": 0.685,
|
924 |
+
"recall@5": 0.828,
|
925 |
+
"recall@10": 0.876,
|
926 |
+
"f1@1": 0.685,
|
927 |
+
"f1@5": 0.276,
|
928 |
+
"f1@10": 0.1592727272727273,
|
929 |
+
"map@1": 0.685,
|
930 |
+
"map@5": 0.7449666666666667,
|
931 |
+
"map@10": 0.7510507936507937,
|
932 |
+
"mrr@1": 0.685,
|
933 |
+
"mrr@5": 0.7449666666666667,
|
934 |
+
"mrr@10": 0.7510507936507937,
|
935 |
+
"num_pred": 1000,
|
936 |
+
"num_data": 1000
|
937 |
+
},
|
938 |
+
"RefCOCO": {
|
939 |
+
"hit@1": 0.86,
|
940 |
+
"hit@5": 0.983,
|
941 |
+
"hit@10": 0.99,
|
942 |
+
"ndcg_linear@1": 0.86,
|
943 |
+
"ndcg_linear@5": 0.9311419574836521,
|
944 |
+
"ndcg_linear@10": 0.933415689538874,
|
945 |
+
"ndcg_exponential@1": 0.86,
|
946 |
+
"ndcg_exponential@5": 0.9311419574836521,
|
947 |
+
"ndcg_exponential@10": 0.933415689538874,
|
948 |
+
"precision@1": 0.86,
|
949 |
+
"precision@5": 0.19660000000000002,
|
950 |
+
"precision@10": 0.09900000000000002,
|
951 |
+
"recall@1": 0.86,
|
952 |
+
"recall@5": 0.983,
|
953 |
+
"recall@10": 0.99,
|
954 |
+
"f1@1": 0.86,
|
955 |
+
"f1@5": 0.32766666666666666,
|
956 |
+
"f1@10": 0.18,
|
957 |
+
"map@1": 0.86,
|
958 |
+
"map@5": 0.9133499999999999,
|
959 |
+
"map@10": 0.9142924603174603,
|
960 |
+
"mrr@1": 0.86,
|
961 |
+
"mrr@5": 0.9133499999999999,
|
962 |
+
"mrr@10": 0.9142924603174603,
|
963 |
+
"num_pred": 1000,
|
964 |
+
"num_data": 1000
|
965 |
+
},
|
966 |
+
"RefCOCO-Matching": {
|
967 |
+
"hit@1": 0.748,
|
968 |
+
"hit@5": 0.999,
|
969 |
+
"hit@10": 1.0,
|
970 |
+
"ndcg_linear@1": 0.748,
|
971 |
+
"ndcg_linear@5": 0.9073319320018682,
|
972 |
+
"ndcg_linear@10": 0.9076652653352016,
|
973 |
+
"ndcg_exponential@1": 0.748,
|
974 |
+
"ndcg_exponential@5": 0.9073319320018682,
|
975 |
+
"ndcg_exponential@10": 0.9076652653352016,
|
976 |
+
"precision@1": 0.748,
|
977 |
+
"precision@5": 0.19980000000000003,
|
978 |
+
"precision@10": 0.10000000000000002,
|
979 |
+
"recall@1": 0.748,
|
980 |
+
"recall@5": 0.999,
|
981 |
+
"recall@10": 1.0,
|
982 |
+
"f1@1": 0.748,
|
983 |
+
"f1@5": 0.333,
|
984 |
+
"f1@10": 0.18181818181818182,
|
985 |
+
"map@1": 0.748,
|
986 |
+
"map@5": 0.8753333333333333,
|
987 |
+
"map@10": 0.8754761904761905,
|
988 |
+
"mrr@1": 0.748,
|
989 |
+
"mrr@5": 0.8723333333333333,
|
990 |
+
"mrr@10": 0.8724761904761905,
|
991 |
+
"num_pred": 1000,
|
992 |
+
"num_data": 1000
|
993 |
+
},
|
994 |
+
"Visual7W-Pointing": {
|
995 |
+
"hit@1": 0.821,
|
996 |
+
"hit@5": 0.94,
|
997 |
+
"hit@10": 0.966,
|
998 |
+
"ndcg_linear@1": 0.821,
|
999 |
+
"ndcg_linear@5": 0.8866903981112136,
|
1000 |
+
"ndcg_linear@10": 0.8951395131706409,
|
1001 |
+
"ndcg_exponential@1": 0.821,
|
1002 |
+
"ndcg_exponential@5": 0.8866903981112136,
|
1003 |
+
"ndcg_exponential@10": 0.8951395131706409,
|
1004 |
+
"precision@1": 0.821,
|
1005 |
+
"precision@5": 0.18800000000000003,
|
1006 |
+
"precision@10": 0.0966,
|
1007 |
+
"recall@1": 0.821,
|
1008 |
+
"recall@5": 0.94,
|
1009 |
+
"recall@10": 0.966,
|
1010 |
+
"f1@1": 0.821,
|
1011 |
+
"f1@5": 0.31333333333333335,
|
1012 |
+
"f1@10": 0.17563636363636362,
|
1013 |
+
"map@1": 0.821,
|
1014 |
+
"map@5": 0.8687166666666667,
|
1015 |
+
"map@10": 0.872225,
|
1016 |
+
"mrr@1": 0.821,
|
1017 |
+
"mrr@5": 0.8687166666666667,
|
1018 |
+
"mrr@10": 0.872225,
|
1019 |
+
"num_pred": 1000,
|
1020 |
+
"num_data": 1000
|
1021 |
+
}
|
1022 |
+
},
|
1023 |
+
"visdoc": {
|
1024 |
+
"ViDoRe_arxivqa": {
|
1025 |
+
"hit@1": 0.778,
|
1026 |
+
"hit@5": 0.882,
|
1027 |
+
"hit@10": 0.912,
|
1028 |
+
"ndcg_linear@1": 0.778,
|
1029 |
+
"ndcg_linear@5": 0.8339775475302107,
|
1030 |
+
"ndcg_linear@10": 0.8437539073932351,
|
1031 |
+
"ndcg_exponential@1": 0.778,
|
1032 |
+
"ndcg_exponential@5": 0.8339775475302107,
|
1033 |
+
"ndcg_exponential@10": 0.8437539073932351,
|
1034 |
+
"precision@1": 0.778,
|
1035 |
+
"precision@5": 0.1764,
|
1036 |
+
"precision@10": 0.09119999999999999,
|
1037 |
+
"recall@1": 0.778,
|
1038 |
+
"recall@5": 0.882,
|
1039 |
+
"recall@10": 0.912,
|
1040 |
+
"f1@1": 0.778,
|
1041 |
+
"f1@5": 0.29400000000000004,
|
1042 |
+
"f1@10": 0.1658181818181818,
|
1043 |
+
"map@1": 0.778,
|
1044 |
+
"map@5": 0.8179333333333334,
|
1045 |
+
"map@10": 0.8220119047619048,
|
1046 |
+
"mrr@1": 0.778,
|
1047 |
+
"mrr@5": 0.8179333333333334,
|
1048 |
+
"mrr@10": 0.8220119047619048,
|
1049 |
+
"num_pred": 500,
|
1050 |
+
"num_data": 500
|
1051 |
+
},
|
1052 |
+
"ViDoRe_docvqa": {
|
1053 |
+
"hit@1": 0.4656319290465632,
|
1054 |
+
"hit@5": 0.6496674057649667,
|
1055 |
+
"hit@10": 0.7006651884700665,
|
1056 |
+
"ndcg_linear@1": 0.4656319290465632,
|
1057 |
+
"ndcg_linear@5": 0.5608930231638922,
|
1058 |
+
"ndcg_linear@10": 0.5774070949574647,
|
1059 |
+
"ndcg_exponential@1": 0.4656319290465632,
|
1060 |
+
"ndcg_exponential@5": 0.5608930231638922,
|
1061 |
+
"ndcg_exponential@10": 0.5774070949574647,
|
1062 |
+
"precision@1": 0.4656319290465632,
|
1063 |
+
"precision@5": 0.13259423503325943,
|
1064 |
+
"precision@10": 0.07161862527716185,
|
1065 |
+
"recall@1": 0.4587952697708796,
|
1066 |
+
"recall@5": 0.6418699186991871,
|
1067 |
+
"recall@10": 0.6939763488543976,
|
1068 |
+
"f1@1": 0.46042981408835065,
|
1069 |
+
"f1@5": 0.21831069456607483,
|
1070 |
+
"f1@10": 0.12924348378893835,
|
1071 |
+
"map@1": 0.4656319290465632,
|
1072 |
+
"map@5": 0.5316260162601626,
|
1073 |
+
"map@10": 0.5383579699433357,
|
1074 |
+
"mrr@1": 0.4656319290465632,
|
1075 |
+
"mrr@5": 0.5375461936437546,
|
1076 |
+
"mrr@10": 0.5441831204026326,
|
1077 |
+
"num_pred": 451,
|
1078 |
+
"num_data": 451
|
1079 |
+
},
|
1080 |
+
"ViDoRe_infovqa": {
|
1081 |
+
"hit@1": 0.8481781376518218,
|
1082 |
+
"hit@5": 0.9392712550607287,
|
1083 |
+
"hit@10": 0.9554655870445344,
|
1084 |
+
"ndcg_linear@1": 0.8481781376518218,
|
1085 |
+
"ndcg_linear@5": 0.8989267822453011,
|
1086 |
+
"ndcg_linear@10": 0.9044014059110002,
|
1087 |
+
"ndcg_exponential@1": 0.8481781376518218,
|
1088 |
+
"ndcg_exponential@5": 0.8989267822453011,
|
1089 |
+
"ndcg_exponential@10": 0.9044014059110002,
|
1090 |
+
"precision@1": 0.8481781376518218,
|
1091 |
+
"precision@5": 0.1882591093117409,
|
1092 |
+
"precision@10": 0.09574898785425101,
|
1093 |
+
"recall@1": 0.847165991902834,
|
1094 |
+
"recall@5": 0.9392712550607287,
|
1095 |
+
"recall@10": 0.9554655870445344,
|
1096 |
+
"f1@1": 0.8475033738191633,
|
1097 |
+
"f1@5": 0.313572392519761,
|
1098 |
+
"f1@10": 0.1740277266593056,
|
1099 |
+
"map@1": 0.8481781376518218,
|
1100 |
+
"map@5": 0.8850877192982456,
|
1101 |
+
"map@10": 0.8874911638069533,
|
1102 |
+
"mrr@1": 0.8481781376518218,
|
1103 |
+
"mrr@5": 0.8855937921727396,
|
1104 |
+
"mrr@10": 0.8879972366814471,
|
1105 |
+
"num_pred": 494,
|
1106 |
+
"num_data": 494
|
1107 |
+
},
|
1108 |
+
"ViDoRe_tabfquad": {
|
1109 |
+
"hit@1": 0.9035714285714286,
|
1110 |
+
"hit@5": 0.9714285714285714,
|
1111 |
+
"hit@10": 0.9821428571428571,
|
1112 |
+
"ndcg_linear@1": 0.9035714285714286,
|
1113 |
+
"ndcg_linear@5": 0.9438624131031421,
|
1114 |
+
"ndcg_linear@10": 0.9472757398638011,
|
1115 |
+
"ndcg_exponential@1": 0.9035714285714286,
|
1116 |
+
"ndcg_exponential@5": 0.9438624131031421,
|
1117 |
+
"ndcg_exponential@10": 0.9472757398638011,
|
1118 |
+
"precision@1": 0.9035714285714286,
|
1119 |
+
"precision@5": 0.19428571428571426,
|
1120 |
+
"precision@10": 0.0982142857142857,
|
1121 |
+
"recall@1": 0.9035714285714286,
|
1122 |
+
"recall@5": 0.9714285714285714,
|
1123 |
+
"recall@10": 0.9821428571428571,
|
1124 |
+
"f1@1": 0.9035714285714286,
|
1125 |
+
"f1@5": 0.3238095238095239,
|
1126 |
+
"f1@10": 0.1785714285714286,
|
1127 |
+
"map@1": 0.9035714285714286,
|
1128 |
+
"map@5": 0.9343452380952382,
|
1129 |
+
"map@10": 0.9357227891156463,
|
1130 |
+
"mrr@1": 0.9035714285714286,
|
1131 |
+
"mrr@5": 0.9343452380952382,
|
1132 |
+
"mrr@10": 0.9357227891156463,
|
1133 |
+
"num_pred": 280,
|
1134 |
+
"num_data": 280
|
1135 |
+
},
|
1136 |
+
"ViDoRe_tatdqa": {
|
1137 |
+
"hit@1": 0.5595382746051033,
|
1138 |
+
"hit@5": 0.8061968408262454,
|
1139 |
+
"hit@10": 0.8882138517618469,
|
1140 |
+
"ndcg_linear@1": 0.5595382746051033,
|
1141 |
+
"ndcg_linear@5": 0.6931574300211526,
|
1142 |
+
"ndcg_linear@10": 0.7197622132929462,
|
1143 |
+
"ndcg_exponential@1": 0.5595382746051033,
|
1144 |
+
"ndcg_exponential@5": 0.6931574300211526,
|
1145 |
+
"ndcg_exponential@10": 0.7197622132929462,
|
1146 |
+
"precision@1": 0.5595382746051033,
|
1147 |
+
"precision@5": 0.1617253948967193,
|
1148 |
+
"precision@10": 0.08906439854191979,
|
1149 |
+
"recall@1": 0.5583232077764277,
|
1150 |
+
"recall@5": 0.8058930741190765,
|
1151 |
+
"recall@10": 0.887059538274605,
|
1152 |
+
"f1@1": 0.5587282300526528,
|
1153 |
+
"f1@5": 0.269281953364578,
|
1154 |
+
"f1@10": 0.16179351227953906,
|
1155 |
+
"map@1": 0.5595382746051033,
|
1156 |
+
"map@5": 0.6552450384771162,
|
1157 |
+
"map@10": 0.6663856824625355,
|
1158 |
+
"mrr@1": 0.5595382746051033,
|
1159 |
+
"mrr@5": 0.6555994329688134,
|
1160 |
+
"mrr@10": 0.666856159231615,
|
1161 |
+
"num_pred": 1646,
|
1162 |
+
"num_data": 1646
|
1163 |
+
},
|
1164 |
+
"ViDoRe_shiftproject": {
|
1165 |
+
"hit@1": 0.82,
|
1166 |
+
"hit@5": 0.97,
|
1167 |
+
"hit@10": 0.97,
|
1168 |
+
"ndcg_linear@1": 0.82,
|
1169 |
+
"ndcg_linear@5": 0.8987681350120575,
|
1170 |
+
"ndcg_linear@10": 0.8987681350120575,
|
1171 |
+
"ndcg_exponential@1": 0.82,
|
1172 |
+
"ndcg_exponential@5": 0.8987681350120575,
|
1173 |
+
"ndcg_exponential@10": 0.8987681350120575,
|
1174 |
+
"precision@1": 0.82,
|
1175 |
+
"precision@5": 0.19399999999999995,
|
1176 |
+
"precision@10": 0.09699999999999998,
|
1177 |
+
"recall@1": 0.82,
|
1178 |
+
"recall@5": 0.97,
|
1179 |
+
"recall@10": 0.97,
|
1180 |
+
"f1@1": 0.82,
|
1181 |
+
"f1@5": 0.3233333333333334,
|
1182 |
+
"f1@10": 0.17636363636363647,
|
1183 |
+
"map@1": 0.82,
|
1184 |
+
"map@5": 0.8751666666666666,
|
1185 |
+
"map@10": 0.8751666666666666,
|
1186 |
+
"mrr@1": 0.82,
|
1187 |
+
"mrr@5": 0.8751666666666666,
|
1188 |
+
"mrr@10": 0.8751666666666666,
|
1189 |
+
"num_pred": 100,
|
1190 |
+
"num_data": 100
|
1191 |
+
},
|
1192 |
+
"ViDoRe_syntheticDocQA_artificial_intelligence": {
|
1193 |
+
"hit@1": 0.97,
|
1194 |
+
"hit@5": 1.0,
|
1195 |
+
"hit@10": 1.0,
|
1196 |
+
"ndcg_linear@1": 0.97,
|
1197 |
+
"ndcg_linear@5": 0.9876185950714291,
|
1198 |
+
"ndcg_linear@10": 0.9876185950714291,
|
1199 |
+
"ndcg_exponential@1": 0.97,
|
1200 |
+
"ndcg_exponential@5": 0.9876185950714291,
|
1201 |
+
"ndcg_exponential@10": 0.9876185950714291,
|
1202 |
+
"precision@1": 0.97,
|
1203 |
+
"precision@5": 0.19999999999999996,
|
1204 |
+
"precision@10": 0.09999999999999998,
|
1205 |
+
"recall@1": 0.97,
|
1206 |
+
"recall@5": 1.0,
|
1207 |
+
"recall@10": 1.0,
|
1208 |
+
"f1@1": 0.97,
|
1209 |
+
"f1@5": 0.3333333333333335,
|
1210 |
+
"f1@10": 0.1818181818181819,
|
1211 |
+
"map@1": 0.97,
|
1212 |
+
"map@5": 0.9833333333333333,
|
1213 |
+
"map@10": 0.9833333333333333,
|
1214 |
+
"mrr@1": 0.97,
|
1215 |
+
"mrr@5": 0.9833333333333333,
|
1216 |
+
"mrr@10": 0.9833333333333333,
|
1217 |
+
"num_pred": 100,
|
1218 |
+
"num_data": 100
|
1219 |
+
},
|
1220 |
+
"ViDoRe_syntheticDocQA_energy": {
|
1221 |
+
"hit@1": 0.89,
|
1222 |
+
"hit@5": 0.96,
|
1223 |
+
"hit@10": 0.97,
|
1224 |
+
"ndcg_linear@1": 0.89,
|
1225 |
+
"ndcg_linear@5": 0.9277964206794891,
|
1226 |
+
"ndcg_linear@10": 0.9309510694473465,
|
1227 |
+
"ndcg_exponential@1": 0.89,
|
1228 |
+
"ndcg_exponential@5": 0.9277964206794891,
|
1229 |
+
"ndcg_exponential@10": 0.9309510694473465,
|
1230 |
+
"precision@1": 0.89,
|
1231 |
+
"precision@5": 0.19199999999999995,
|
1232 |
+
"precision@10": 0.09699999999999998,
|
1233 |
+
"recall@1": 0.89,
|
1234 |
+
"recall@5": 0.96,
|
1235 |
+
"recall@10": 0.97,
|
1236 |
+
"f1@1": 0.89,
|
1237 |
+
"f1@5": 0.32000000000000006,
|
1238 |
+
"f1@10": 0.17636363636363647,
|
1239 |
+
"map@1": 0.89,
|
1240 |
+
"map@5": 0.9169999999999999,
|
1241 |
+
"map@10": 0.9182499999999999,
|
1242 |
+
"mrr@1": 0.89,
|
1243 |
+
"mrr@5": 0.9169999999999999,
|
1244 |
+
"mrr@10": 0.9182499999999999,
|
1245 |
+
"num_pred": 100,
|
1246 |
+
"num_data": 100
|
1247 |
+
},
|
1248 |
+
"ViDoRe_syntheticDocQA_government_reports": {
|
1249 |
+
"hit@1": 0.95,
|
1250 |
+
"hit@5": 0.99,
|
1251 |
+
"hit@10": 1.0,
|
1252 |
+
"ndcg_linear@1": 0.95,
|
1253 |
+
"ndcg_linear@5": 0.9719253606521631,
|
1254 |
+
"ndcg_linear@10": 0.9749356606088029,
|
1255 |
+
"ndcg_exponential@1": 0.95,
|
1256 |
+
"ndcg_exponential@5": 0.9719253606521631,
|
1257 |
+
"ndcg_exponential@10": 0.9749356606088029,
|
1258 |
+
"precision@1": 0.95,
|
1259 |
+
"precision@5": 0.19799999999999998,
|
1260 |
+
"precision@10": 0.09999999999999998,
|
1261 |
+
"recall@1": 0.95,
|
1262 |
+
"recall@5": 0.99,
|
1263 |
+
"recall@10": 1.0,
|
1264 |
+
"f1@1": 0.95,
|
1265 |
+
"f1@5": 0.3300000000000001,
|
1266 |
+
"f1@10": 0.1818181818181819,
|
1267 |
+
"map@1": 0.95,
|
1268 |
+
"map@5": 0.9658333333333333,
|
1269 |
+
"map@10": 0.9669444444444444,
|
1270 |
+
"mrr@1": 0.95,
|
1271 |
+
"mrr@5": 0.9658333333333333,
|
1272 |
+
"mrr@10": 0.9669444444444444,
|
1273 |
+
"num_pred": 100,
|
1274 |
+
"num_data": 100
|
1275 |
+
},
|
1276 |
+
"ViDoRe_syntheticDocQA_healthcare_industry": {
|
1277 |
+
"hit@1": 0.95,
|
1278 |
+
"hit@5": 1.0,
|
1279 |
+
"hit@10": 1.0,
|
1280 |
+
"ndcg_linear@1": 0.95,
|
1281 |
+
"ndcg_linear@5": 0.9815464876785728,
|
1282 |
+
"ndcg_linear@10": 0.9815464876785728,
|
1283 |
+
"ndcg_exponential@1": 0.95,
|
1284 |
+
"ndcg_exponential@5": 0.9815464876785728,
|
1285 |
+
"ndcg_exponential@10": 0.9815464876785728,
|
1286 |
+
"precision@1": 0.95,
|
1287 |
+
"precision@5": 0.19999999999999996,
|
1288 |
+
"precision@10": 0.09999999999999998,
|
1289 |
+
"recall@1": 0.95,
|
1290 |
+
"recall@5": 1.0,
|
1291 |
+
"recall@10": 1.0,
|
1292 |
+
"f1@1": 0.95,
|
1293 |
+
"f1@5": 0.3333333333333335,
|
1294 |
+
"f1@10": 0.1818181818181819,
|
1295 |
+
"map@1": 0.95,
|
1296 |
+
"map@5": 0.975,
|
1297 |
+
"map@10": 0.975,
|
1298 |
+
"mrr@1": 0.95,
|
1299 |
+
"mrr@5": 0.975,
|
1300 |
+
"mrr@10": 0.975,
|
1301 |
+
"num_pred": 100,
|
1302 |
+
"num_data": 100
|
1303 |
+
},
|
1304 |
+
"ViDoRe_esg_reports_human_labeled_v2": {
|
1305 |
+
"hit@1": 0.5384615384615384,
|
1306 |
+
"hit@5": 0.7884615384615384,
|
1307 |
+
"hit@10": 0.9038461538461539,
|
1308 |
+
"ndcg_linear@1": 0.5256410256410257,
|
1309 |
+
"ndcg_linear@5": 0.589296384542775,
|
1310 |
+
"ndcg_linear@10": 0.624478878331889,
|
1311 |
+
"ndcg_exponential@1": 0.521978021978022,
|
1312 |
+
"ndcg_exponential@5": 0.5887342206254591,
|
1313 |
+
"ndcg_exponential@10": 0.6232093836929005,
|
1314 |
+
"precision@1": 0.5384615384615384,
|
1315 |
+
"precision@5": 0.2307692307692308,
|
1316 |
+
"precision@10": 0.14807692307692308,
|
1317 |
+
"recall@1": 0.3705128205128205,
|
1318 |
+
"recall@5": 0.6426739926739926,
|
1319 |
+
"recall@10": 0.733570596070596,
|
1320 |
+
"f1@1": 0.4074457593688363,
|
1321 |
+
"f1@5": 0.30411998132586376,
|
1322 |
+
"f1@10": 0.22409146283580675,
|
1323 |
+
"map@1": 0.5384615384615384,
|
1324 |
+
"map@5": 0.5308173076923077,
|
1325 |
+
"map@10": 0.5468327737077737,
|
1326 |
+
"mrr@1": 0.5384615384615384,
|
1327 |
+
"mrr@5": 0.6416666666666667,
|
1328 |
+
"mrr@10": 0.6583562271062271,
|
1329 |
+
"num_pred": 52,
|
1330 |
+
"num_data": 52
|
1331 |
+
},
|
1332 |
+
"ViDoRe_biomedical_lectures_v2": {
|
1333 |
+
"hit@1": 0.56875,
|
1334 |
+
"hit@5": 0.85625,
|
1335 |
+
"hit@10": 0.925,
|
1336 |
+
"ndcg_linear@1": 0.56875,
|
1337 |
+
"ndcg_linear@5": 0.6121447963138754,
|
1338 |
+
"ndcg_linear@10": 0.6524179326238384,
|
1339 |
+
"ndcg_exponential@1": 0.56875,
|
1340 |
+
"ndcg_exponential@5": 0.6121447963138754,
|
1341 |
+
"ndcg_exponential@10": 0.6524179326238384,
|
1342 |
+
"precision@1": 0.56875,
|
1343 |
+
"precision@5": 0.28375000000000006,
|
1344 |
+
"precision@10": 0.18375000000000002,
|
1345 |
+
"recall@1": 0.3469893127705628,
|
1346 |
+
"recall@5": 0.6348529013878279,
|
1347 |
+
"recall@10": 0.757810152470079,
|
1348 |
+
"f1@1": 0.39619340728715724,
|
1349 |
+
"f1@5": 0.345669126012876,
|
1350 |
+
"f1@10": 0.26630844713565305,
|
1351 |
+
"map@1": 0.56875,
|
1352 |
+
"map@5": 0.5411024305555555,
|
1353 |
+
"map@10": 0.5622742996504158,
|
1354 |
+
"mrr@1": 0.56875,
|
1355 |
+
"mrr@5": 0.6859375,
|
1356 |
+
"mrr@10": 0.694858630952381,
|
1357 |
+
"num_pred": 160,
|
1358 |
+
"num_data": 160
|
1359 |
+
},
|
1360 |
+
"ViDoRe_biomedical_lectures_v2_multilingual": {
|
1361 |
+
"hit@1": 0.5421875,
|
1362 |
+
"hit@5": 0.8484375,
|
1363 |
+
"hit@10": 0.9109375,
|
1364 |
+
"ndcg_linear@1": 0.5421875,
|
1365 |
+
"ndcg_linear@5": 0.5986619666059443,
|
1366 |
+
"ndcg_linear@10": 0.6293523673040508,
|
1367 |
+
"ndcg_exponential@1": 0.5421875,
|
1368 |
+
"ndcg_exponential@5": 0.5986619666059443,
|
1369 |
+
"ndcg_exponential@10": 0.6293523673040508,
|
1370 |
+
"precision@1": 0.5421875,
|
1371 |
+
"precision@5": 0.28156250000000005,
|
1372 |
+
"precision@10": 0.1771875,
|
1373 |
+
"recall@1": 0.3202389407467533,
|
1374 |
+
"recall@5": 0.635897432836771,
|
1375 |
+
"recall@10": 0.736068589171562,
|
1376 |
+
"f1@1": 0.36738050144300144,
|
1377 |
+
"f1@5": 0.34408507724913984,
|
1378 |
+
"f1@10": 0.2570341234541602,
|
1379 |
+
"map@1": 0.5421875,
|
1380 |
+
"map@5": 0.5220464409722222,
|
1381 |
+
"map@10": 0.537115656592498,
|
1382 |
+
"mrr@1": 0.5421875,
|
1383 |
+
"mrr@5": 0.668203125,
|
1384 |
+
"mrr@10": 0.6768824404761904,
|
1385 |
+
"num_pred": 640,
|
1386 |
+
"num_data": 640
|
1387 |
+
},
|
1388 |
+
"ViDoRe_economics_reports_v2": {
|
1389 |
+
"hit@1": 0.6724137931034483,
|
1390 |
+
"hit@5": 0.8793103448275862,
|
1391 |
+
"hit@10": 0.9482758620689655,
|
1392 |
+
"ndcg_linear@1": 0.6724137931034483,
|
1393 |
+
"ndcg_linear@5": 0.6146410495038206,
|
1394 |
+
"ndcg_linear@10": 0.5781758906590995,
|
1395 |
+
"ndcg_exponential@1": 0.6724137931034483,
|
1396 |
+
"ndcg_exponential@5": 0.6146410495038206,
|
1397 |
+
"ndcg_exponential@10": 0.5781758906590994,
|
1398 |
+
"precision@1": 0.6724137931034483,
|
1399 |
+
"precision@5": 0.5275862068965518,
|
1400 |
+
"precision@10": 0.40689655172413797,
|
1401 |
+
"recall@1": 0.10390117860620204,
|
1402 |
+
"recall@5": 0.3192381710568663,
|
1403 |
+
"recall@10": 0.4408362472908934,
|
1404 |
+
"f1@1": 0.15301125939339272,
|
1405 |
+
"f1@5": 0.32327849474391646,
|
1406 |
+
"f1@10": 0.3452117138076931,
|
1407 |
+
"map@1": 0.6724137931034483,
|
1408 |
+
"map@5": 0.5211637931034483,
|
1409 |
+
"map@10": 0.44485888480551866,
|
1410 |
+
"mrr@1": 0.6724137931034483,
|
1411 |
+
"mrr@5": 0.7649425287356322,
|
1412 |
+
"mrr@10": 0.773611111111111,
|
1413 |
+
"num_pred": 58,
|
1414 |
+
"num_data": 58
|
1415 |
+
},
|
1416 |
+
"ViDoRe_economics_reports_v2_multilingual": {
|
1417 |
+
"hit@1": 0.6594827586206896,
|
1418 |
+
"hit@5": 0.853448275862069,
|
1419 |
+
"hit@10": 0.9008620689655172,
|
1420 |
+
"ndcg_linear@1": 0.6594827586206896,
|
1421 |
+
"ndcg_linear@5": 0.5798064778470571,
|
1422 |
+
"ndcg_linear@10": 0.5442831167476708,
|
1423 |
+
"ndcg_exponential@1": 0.6594827586206896,
|
1424 |
+
"ndcg_exponential@5": 0.5798064778470569,
|
1425 |
+
"ndcg_exponential@10": 0.5442831167476708,
|
1426 |
+
"precision@1": 0.6594827586206896,
|
1427 |
+
"precision@5": 0.49051724137931035,
|
1428 |
+
"precision@10": 0.3801724137931034,
|
1429 |
+
"recall@1": 0.11892481076730273,
|
1430 |
+
"recall@5": 0.2952923353492653,
|
1431 |
+
"recall@10": 0.3976602828933967,
|
1432 |
+
"f1@1": 0.16378618502482922,
|
1433 |
+
"f1@5": 0.2984260202015666,
|
1434 |
+
"f1@10": 0.315370215256687,
|
1435 |
+
"map@1": 0.6594827586206896,
|
1436 |
+
"map@5": 0.4882866379310345,
|
1437 |
+
"map@10": 0.4196400328570125,
|
1438 |
+
"mrr@1": 0.6594827586206896,
|
1439 |
+
"mrr@5": 0.739655172413793,
|
1440 |
+
"mrr@10": 0.7464063355227147,
|
1441 |
+
"num_pred": 232,
|
1442 |
+
"num_data": 232
|
1443 |
+
},
|
1444 |
+
"ViDoRe_esg_reports_v2": {
|
1445 |
+
"hit@1": 0.43859649122807015,
|
1446 |
+
"hit@5": 0.8421052631578947,
|
1447 |
+
"hit@10": 0.9122807017543859,
|
1448 |
+
"ndcg_linear@1": 0.43859649122807015,
|
1449 |
+
"ndcg_linear@5": 0.5450714742581306,
|
1450 |
+
"ndcg_linear@10": 0.5810543681505067,
|
1451 |
+
"ndcg_exponential@1": 0.43859649122807015,
|
1452 |
+
"ndcg_exponential@5": 0.5450714742581306,
|
1453 |
+
"ndcg_exponential@10": 0.5810543681505067,
|
1454 |
+
"precision@1": 0.43859649122807015,
|
1455 |
+
"precision@5": 0.2807017543859649,
|
1456 |
+
"precision@10": 0.18947368421052632,
|
1457 |
+
"recall@1": 0.21871345029239764,
|
1458 |
+
"recall@5": 0.6043233082706767,
|
1459 |
+
"recall@10": 0.7227652464494568,
|
1460 |
+
"f1@1": 0.26665186665186663,
|
1461 |
+
"f1@5": 0.33131290240823713,
|
1462 |
+
"f1@10": 0.2609817805475293,
|
1463 |
+
"map@1": 0.43859649122807015,
|
1464 |
+
"map@5": 0.4562378167641325,
|
1465 |
+
"map@10": 0.46908324050867917,
|
1466 |
+
"mrr@1": 0.43859649122807015,
|
1467 |
+
"mrr@5": 0.5976608187134502,
|
1468 |
+
"mrr@10": 0.6069896964633807,
|
1469 |
+
"num_pred": 57,
|
1470 |
+
"num_data": 57
|
1471 |
+
},
|
1472 |
+
"ViDoRe_esg_reports_v2_multilingual": {
|
1473 |
+
"hit@1": 0.4780701754385965,
|
1474 |
+
"hit@5": 0.8157894736842105,
|
1475 |
+
"hit@10": 0.8903508771929824,
|
1476 |
+
"ndcg_linear@1": 0.4780701754385965,
|
1477 |
+
"ndcg_linear@5": 0.5373421213557084,
|
1478 |
+
"ndcg_linear@10": 0.5783023724706139,
|
1479 |
+
"ndcg_exponential@1": 0.4780701754385965,
|
1480 |
+
"ndcg_exponential@5": 0.5373421213557084,
|
1481 |
+
"ndcg_exponential@10": 0.5783023724706139,
|
1482 |
+
"precision@1": 0.4780701754385965,
|
1483 |
+
"precision@5": 0.26403508771929823,
|
1484 |
+
"precision@10": 0.18333333333333338,
|
1485 |
+
"recall@1": 0.25607769423558896,
|
1486 |
+
"recall@5": 0.5779709690893902,
|
1487 |
+
"recall@10": 0.6975563909774436,
|
1488 |
+
"f1@1": 0.3051582483524407,
|
1489 |
+
"f1@5": 0.31453422392623853,
|
1490 |
+
"f1@10": 0.25245907358503084,
|
1491 |
+
"map@1": 0.4780701754385965,
|
1492 |
+
"map@5": 0.4532309941520468,
|
1493 |
+
"map@10": 0.47189643669358583,
|
1494 |
+
"mrr@1": 0.4780701754385965,
|
1495 |
+
"mrr@5": 0.6087719298245614,
|
1496 |
+
"mrr@10": 0.6179546087440825,
|
1497 |
+
"num_pred": 228,
|
1498 |
+
"num_data": 228
|
1499 |
+
},
|
1500 |
+
"VisRAG_ArxivQA": {
|
1501 |
+
"hit@1": 0.7867647058823529,
|
1502 |
+
"hit@5": 0.8811274509803921,
|
1503 |
+
"hit@10": 0.9191176470588235,
|
1504 |
+
"ndcg_linear@1": 0.7867647058823529,
|
1505 |
+
"ndcg_linear@5": 0.8368378393839788,
|
1506 |
+
"ndcg_linear@10": 0.8493028487060746,
|
1507 |
+
"ndcg_exponential@1": 0.7867647058823529,
|
1508 |
+
"ndcg_exponential@5": 0.8368378393839788,
|
1509 |
+
"ndcg_exponential@10": 0.8493028487060746,
|
1510 |
+
"precision@1": 0.7867647058823529,
|
1511 |
+
"precision@5": 0.17622549019607844,
|
1512 |
+
"precision@10": 0.09191176470588236,
|
1513 |
+
"recall@1": 0.7867647058823529,
|
1514 |
+
"recall@5": 0.8811274509803921,
|
1515 |
+
"recall@10": 0.9191176470588235,
|
1516 |
+
"f1@1": 0.7867647058823529,
|
1517 |
+
"f1@5": 0.29370915032679745,
|
1518 |
+
"f1@10": 0.16711229946524064,
|
1519 |
+
"map@1": 0.7867647058823529,
|
1520 |
+
"map@5": 0.822140522875817,
|
1521 |
+
"map@10": 0.8273916511048864,
|
1522 |
+
"mrr@1": 0.7867647058823529,
|
1523 |
+
"mrr@5": 0.822140522875817,
|
1524 |
+
"mrr@10": 0.8273916511048864,
|
1525 |
+
"num_pred": 816,
|
1526 |
+
"num_data": 816
|
1527 |
+
},
|
1528 |
+
"VisRAG_ChartQA": {
|
1529 |
+
"hit@1": 0.7936507936507936,
|
1530 |
+
"hit@5": 0.9206349206349206,
|
1531 |
+
"hit@10": 0.9206349206349206,
|
1532 |
+
"ndcg_linear@1": 0.7936507936507936,
|
1533 |
+
"ndcg_linear@5": 0.8639421330527995,
|
1534 |
+
"ndcg_linear@10": 0.8639421330527995,
|
1535 |
+
"ndcg_exponential@1": 0.7936507936507936,
|
1536 |
+
"ndcg_exponential@5": 0.8639421330527995,
|
1537 |
+
"ndcg_exponential@10": 0.8639421330527995,
|
1538 |
+
"precision@1": 0.7936507936507936,
|
1539 |
+
"precision@5": 0.18412698412698403,
|
1540 |
+
"precision@10": 0.09206349206349201,
|
1541 |
+
"recall@1": 0.7936507936507936,
|
1542 |
+
"recall@5": 0.9206349206349206,
|
1543 |
+
"recall@10": 0.9206349206349206,
|
1544 |
+
"f1@1": 0.7936507936507936,
|
1545 |
+
"f1@5": 0.3068783068783068,
|
1546 |
+
"f1@10": 0.16738816738816742,
|
1547 |
+
"map@1": 0.7936507936507936,
|
1548 |
+
"map@5": 0.844973544973545,
|
1549 |
+
"map@10": 0.844973544973545,
|
1550 |
+
"mrr@1": 0.7936507936507936,
|
1551 |
+
"mrr@5": 0.844973544973545,
|
1552 |
+
"mrr@10": 0.844973544973545,
|
1553 |
+
"num_pred": 63,
|
1554 |
+
"num_data": 63
|
1555 |
+
},
|
1556 |
+
"VisRAG_MP-DocVQA": {
|
1557 |
+
"hit@1": 0.7715736040609137,
|
1558 |
+
"hit@5": 0.922165820642978,
|
1559 |
+
"hit@10": 0.9543147208121827,
|
1560 |
+
"ndcg_linear@1": 0.7715736040609137,
|
1561 |
+
"ndcg_linear@5": 0.8554025361255457,
|
1562 |
+
"ndcg_linear@10": 0.8661922441886736,
|
1563 |
+
"ndcg_exponential@1": 0.7715736040609137,
|
1564 |
+
"ndcg_exponential@5": 0.8554025361255457,
|
1565 |
+
"ndcg_exponential@10": 0.8661922441886736,
|
1566 |
+
"precision@1": 0.7715736040609137,
|
1567 |
+
"precision@5": 0.1844331641285956,
|
1568 |
+
"precision@10": 0.09543147208121826,
|
1569 |
+
"recall@1": 0.7715736040609137,
|
1570 |
+
"recall@5": 0.922165820642978,
|
1571 |
+
"recall@10": 0.9543147208121827,
|
1572 |
+
"f1@1": 0.7715736040609137,
|
1573 |
+
"f1@5": 0.30738860688099273,
|
1574 |
+
"f1@10": 0.1735117674203969,
|
1575 |
+
"map@1": 0.7715736040609137,
|
1576 |
+
"map@5": 0.8328539199097573,
|
1577 |
+
"map@10": 0.8375386082238874,
|
1578 |
+
"mrr@1": 0.7715736040609137,
|
1579 |
+
"mrr@5": 0.8328539199097573,
|
1580 |
+
"mrr@10": 0.8375386082238874,
|
1581 |
+
"num_pred": 591,
|
1582 |
+
"num_data": 591
|
1583 |
+
},
|
1584 |
+
"VisRAG_SlideVQA": {
|
1585 |
+
"hit@1": 0.9226618705035972,
|
1586 |
+
"hit@5": 0.9802158273381295,
|
1587 |
+
"hit@10": 0.9838129496402878,
|
1588 |
+
"ndcg_linear@1": 0.9226618705035972,
|
1589 |
+
"ndcg_linear@5": 0.9406544955213136,
|
1590 |
+
"ndcg_linear@10": 0.9437533706328498,
|
1591 |
+
"ndcg_exponential@1": 0.9226618705035972,
|
1592 |
+
"ndcg_exponential@5": 0.9406544955213136,
|
1593 |
+
"ndcg_exponential@10": 0.9437533706328498,
|
1594 |
+
"precision@1": 0.9226618705035972,
|
1595 |
+
"precision@5": 0.24280575539568344,
|
1596 |
+
"precision@10": 0.122841726618705,
|
1597 |
+
"recall@1": 0.7985611510791367,
|
1598 |
+
"recall@5": 0.9685251798561151,
|
1599 |
+
"recall@10": 0.9766187050359713,
|
1600 |
+
"f1@1": 0.8399280575539568,
|
1601 |
+
"f1@5": 0.3812949640287771,
|
1602 |
+
"f1@10": 0.2157183344233704,
|
1603 |
+
"map@1": 0.9226618705035972,
|
1604 |
+
"map@5": 0.9232464028776979,
|
1605 |
+
"map@10": 0.9250995632065777,
|
1606 |
+
"mrr@1": 0.9226618705035972,
|
1607 |
+
"mrr@5": 0.946702637889688,
|
1608 |
+
"mrr@10": 0.9471522781774578,
|
1609 |
+
"num_pred": 556,
|
1610 |
+
"num_data": 556
|
1611 |
+
},
|
1612 |
+
"VisRAG_InfoVQA": {
|
1613 |
+
"hit@1": 0.8523676880222841,
|
1614 |
+
"hit@5": 0.9707520891364902,
|
1615 |
+
"hit@10": 0.9888579387186629,
|
1616 |
+
"ndcg_linear@1": 0.8523676880222841,
|
1617 |
+
"ndcg_linear@5": 0.9191675080778411,
|
1618 |
+
"ndcg_linear@10": 0.9252174145083141,
|
1619 |
+
"ndcg_exponential@1": 0.8523676880222841,
|
1620 |
+
"ndcg_exponential@5": 0.9191675080778411,
|
1621 |
+
"ndcg_exponential@10": 0.9252174145083141,
|
1622 |
+
"precision@1": 0.8523676880222841,
|
1623 |
+
"precision@5": 0.19415041782729803,
|
1624 |
+
"precision@10": 0.0988857938718663,
|
1625 |
+
"recall@1": 0.8523676880222841,
|
1626 |
+
"recall@5": 0.9707520891364902,
|
1627 |
+
"recall@10": 0.9888579387186629,
|
1628 |
+
"f1@1": 0.8523676880222841,
|
1629 |
+
"f1@5": 0.32358402971216355,
|
1630 |
+
"f1@10": 0.1797923524943024,
|
1631 |
+
"map@1": 0.8523676880222841,
|
1632 |
+
"map@5": 0.9016480965645313,
|
1633 |
+
"map@10": 0.9042606225405669,
|
1634 |
+
"mrr@1": 0.8523676880222841,
|
1635 |
+
"mrr@5": 0.9016480965645313,
|
1636 |
+
"mrr@10": 0.9042606225405669,
|
1637 |
+
"num_pred": 718,
|
1638 |
+
"num_data": 718
|
1639 |
+
},
|
1640 |
+
"VisRAG_PlotQA": {
|
1641 |
+
"hit@1": 0.5492468134414832,
|
1642 |
+
"hit@5": 0.8377752027809965,
|
1643 |
+
"hit@10": 0.9049826187717266,
|
1644 |
+
"ndcg_linear@1": 0.5492468134414832,
|
1645 |
+
"ndcg_linear@5": 0.705214238124971,
|
1646 |
+
"ndcg_linear@10": 0.7270757770493562,
|
1647 |
+
"ndcg_exponential@1": 0.5492468134414832,
|
1648 |
+
"ndcg_exponential@5": 0.705214238124971,
|
1649 |
+
"ndcg_exponential@10": 0.7270757770493562,
|
1650 |
+
"precision@1": 0.5492468134414832,
|
1651 |
+
"precision@5": 0.16755504055619927,
|
1652 |
+
"precision@10": 0.09049826187717265,
|
1653 |
+
"recall@1": 0.5492468134414832,
|
1654 |
+
"recall@5": 0.8377752027809965,
|
1655 |
+
"recall@10": 0.9049826187717266,
|
1656 |
+
"f1@1": 0.5492468134414832,
|
1657 |
+
"f1@5": 0.27925840092699894,
|
1658 |
+
"f1@10": 0.16454229432213213,
|
1659 |
+
"map@1": 0.5492468134414832,
|
1660 |
+
"map@5": 0.6608342989571262,
|
1661 |
+
"map@10": 0.6699258768783681,
|
1662 |
+
"mrr@1": 0.5492468134414832,
|
1663 |
+
"mrr@5": 0.6608342989571262,
|
1664 |
+
"mrr@10": 0.6699258768783681,
|
1665 |
+
"num_pred": 863,
|
1666 |
+
"num_data": 863
|
1667 |
+
},
|
1668 |
+
"ViDoSeek-page": {
|
1669 |
+
"hit@1": 0.020140105078809107,
|
1670 |
+
"hit@5": 0.4352014010507881,
|
1671 |
+
"hit@10": 0.6392294220665499,
|
1672 |
+
"ndcg_linear@1": 0.020140105078809107,
|
1673 |
+
"ndcg_linear@5": 0.22891788122147116,
|
1674 |
+
"ndcg_linear@10": 0.2945302515228599,
|
1675 |
+
"ndcg_exponential@1": 0.020140105078809107,
|
1676 |
+
"ndcg_exponential@5": 0.22891788122147122,
|
1677 |
+
"ndcg_exponential@10": 0.2945302515228599,
|
1678 |
+
"precision@1": 0.020140105078809107,
|
1679 |
+
"precision@5": 0.08704028021015763,
|
1680 |
+
"precision@10": 0.063922942206655,
|
1681 |
+
"recall@1": 0.020140105078809107,
|
1682 |
+
"recall@5": 0.4352014010507881,
|
1683 |
+
"recall@10": 0.6392294220665499,
|
1684 |
+
"f1@1": 0.020140105078809107,
|
1685 |
+
"f1@5": 0.14506713368359606,
|
1686 |
+
"f1@10": 0.11622353128482728,
|
1687 |
+
"map@1": 0.020140105078809107,
|
1688 |
+
"map@5": 0.161456509048453,
|
1689 |
+
"map@10": 0.18832214438606731,
|
1690 |
+
"mrr@1": 0.020140105078809107,
|
1691 |
+
"mrr@5": 0.161456509048453,
|
1692 |
+
"mrr@10": 0.18832214438606731,
|
1693 |
+
"num_pred": 1142,
|
1694 |
+
"num_data": 1142
|
1695 |
+
},
|
1696 |
+
"ViDoSeek-doc": {
|
1697 |
+
"hit@1": 0.9938704028021016,
|
1698 |
+
"hit@5": 0.9982486865148862,
|
1699 |
+
"hit@10": 0.999124343257443,
|
1700 |
+
"ndcg_linear@1": 0.6795096322241682,
|
1701 |
+
"ndcg_linear@5": 0.8226918152794956,
|
1702 |
+
"ndcg_linear@10": 0.7978366708129369,
|
1703 |
+
"ndcg_exponential@1": 0.45496622466850134,
|
1704 |
+
"ndcg_exponential@5": 0.7042590807020261,
|
1705 |
+
"ndcg_exponential@10": 0.7245604277334962,
|
1706 |
+
"precision@1": 0.9938704028021016,
|
1707 |
+
"precision@5": 0.9052539404553417,
|
1708 |
+
"precision@10": 0.8042031523642732,
|
1709 |
+
"recall@1": 0.05860866742322132,
|
1710 |
+
"recall@5": 0.2664467811756284,
|
1711 |
+
"recall@10": 0.463461685999827,
|
1712 |
+
"f1@1": 0.10994096713812122,
|
1713 |
+
"f1@5": 0.4033655836761433,
|
1714 |
+
"f1@10": 0.5748187922741919,
|
1715 |
+
"map@1": 0.9938704028021016,
|
1716 |
+
"map@5": 0.896579100992411,
|
1717 |
+
"map@10": 0.7894488850544434,
|
1718 |
+
"mrr@1": 0.9938704028021016,
|
1719 |
+
"mrr@5": 0.9957968476357268,
|
1720 |
+
"mrr@10": 0.9958844133099825,
|
1721 |
+
"num_pred": 1142,
|
1722 |
+
"num_data": 1142
|
1723 |
+
},
|
1724 |
+
"MMLongBench-page": {
|
1725 |
+
"hit@1": 0.06921241050119331,
|
1726 |
+
"hit@5": 0.324582338902148,
|
1727 |
+
"hit@10": 0.42601431980906923,
|
1728 |
+
"ndcg_linear@1": 0.06921241050119331,
|
1729 |
+
"ndcg_linear@5": 0.16207753250349682,
|
1730 |
+
"ndcg_linear@10": 0.19677211691223617,
|
1731 |
+
"ndcg_exponential@1": 0.06921241050119331,
|
1732 |
+
"ndcg_exponential@5": 0.16207753250349682,
|
1733 |
+
"ndcg_exponential@10": 0.19677211691223617,
|
1734 |
+
"precision@1": 0.06921241050119331,
|
1735 |
+
"precision@5": 0.07661097852028638,
|
1736 |
+
"precision@10": 0.05560859188544153,
|
1737 |
+
"recall@1": 0.03900159108989658,
|
1738 |
+
"recall@5": 0.2395343220820548,
|
1739 |
+
"recall@10": 0.3357341743379929,
|
1740 |
+
"f1@1": 0.04752522735816291,
|
1741 |
+
"f1@5": 0.10982885412900857,
|
1742 |
+
"f1@10": 0.0908506340699305,
|
1743 |
+
"map@1": 0.06921241050119331,
|
1744 |
+
"map@5": 0.11860547600106072,
|
1745 |
+
"map@10": 0.1342412405495213,
|
1746 |
+
"mrr@1": 0.06921241050119331,
|
1747 |
+
"mrr@5": 0.16272871917263326,
|
1748 |
+
"mrr@10": 0.17640783043527675,
|
1749 |
+
"num_pred": 838,
|
1750 |
+
"num_data": 838
|
1751 |
+
},
|
1752 |
+
"MMLongBench-doc": {
|
1753 |
+
"hit@1": 0.711217183770883,
|
1754 |
+
"hit@5": 0.8031026252983293,
|
1755 |
+
"hit@10": 0.834128878281623,
|
1756 |
+
"ndcg_linear@1": 0.4988066825775656,
|
1757 |
+
"ndcg_linear@5": 0.519541593888753,
|
1758 |
+
"ndcg_linear@10": 0.49663505664434826,
|
1759 |
+
"ndcg_exponential@1": 0.3470848960109103,
|
1760 |
+
"ndcg_exponential@5": 0.43570154580159437,
|
1761 |
+
"ndcg_exponential@10": 0.44278868712368374,
|
1762 |
+
"precision@1": 0.711217183770883,
|
1763 |
+
"precision@5": 0.5730310262529832,
|
1764 |
+
"precision@10": 0.5023866348448688,
|
1765 |
+
"recall@1": 0.023227151217942815,
|
1766 |
+
"recall@5": 0.09066544823381396,
|
1767 |
+
"recall@10": 0.1549273781103741,
|
1768 |
+
"f1@1": 0.04453672442732697,
|
1769 |
+
"f1@5": 0.15029740680454912,
|
1770 |
+
"f1@10": 0.22210925386216956,
|
1771 |
+
"map@1": 0.711217183770883,
|
1772 |
+
"map@5": 0.5397295147175815,
|
1773 |
+
"map@10": 0.45481248395230095,
|
1774 |
+
"mrr@1": 0.711217183770883,
|
1775 |
+
"mrr@5": 0.7474343675417662,
|
1776 |
+
"mrr@10": 0.7516578588475964,
|
1777 |
+
"num_pred": 838,
|
1778 |
+
"num_data": 838
|
1779 |
+
}
|
1780 |
+
},
|
1781 |
+
"video": {
|
1782 |
+
"DiDeMo": {
|
1783 |
+
"hit@1": 0.3954183266932271,
|
1784 |
+
"hit@5": 0.6454183266932271,
|
1785 |
+
"hit@10": 0.7310756972111554,
|
1786 |
+
"ndcg_linear@1": 0.3954183266932271,
|
1787 |
+
"ndcg_linear@5": 0.5292216820901535,
|
1788 |
+
"ndcg_linear@10": 0.557033676703922,
|
1789 |
+
"ndcg_exponential@1": 0.3954183266932271,
|
1790 |
+
"ndcg_exponential@5": 0.5292216820901535,
|
1791 |
+
"ndcg_exponential@10": 0.557033676703922,
|
1792 |
+
"precision@1": 0.3954183266932271,
|
1793 |
+
"precision@5": 0.1290836653386454,
|
1794 |
+
"precision@10": 0.07310756972111554,
|
1795 |
+
"recall@1": 0.3954183266932271,
|
1796 |
+
"recall@5": 0.6454183266932271,
|
1797 |
+
"recall@10": 0.7310756972111554,
|
1798 |
+
"f1@1": 0.3954183266932271,
|
1799 |
+
"f1@5": 0.21513944223107576,
|
1800 |
+
"f1@10": 0.13292285403839194,
|
1801 |
+
"map@1": 0.3954183266932271,
|
1802 |
+
"map@5": 0.4904714475431607,
|
1803 |
+
"map@10": 0.5020165370264972,
|
1804 |
+
"mrr@1": 0.3954183266932271,
|
1805 |
+
"mrr@5": 0.4904714475431607,
|
1806 |
+
"mrr@10": 0.5020165370264972,
|
1807 |
+
"num_pred": 1004,
|
1808 |
+
"num_data": 1004
|
1809 |
+
},
|
1810 |
+
"MSR-VTT": {
|
1811 |
+
"hit@1": 0.43,
|
1812 |
+
"hit@5": 0.655,
|
1813 |
+
"hit@10": 0.759,
|
1814 |
+
"ndcg_linear@1": 0.43,
|
1815 |
+
"ndcg_linear@5": 0.5477542728912066,
|
1816 |
+
"ndcg_linear@10": 0.5814164877334193,
|
1817 |
+
"ndcg_exponential@1": 0.43,
|
1818 |
+
"ndcg_exponential@5": 0.5477542728912066,
|
1819 |
+
"ndcg_exponential@10": 0.5814164877334193,
|
1820 |
+
"precision@1": 0.43,
|
1821 |
+
"precision@5": 0.131,
|
1822 |
+
"precision@10": 0.07590000000000001,
|
1823 |
+
"recall@1": 0.43,
|
1824 |
+
"recall@5": 0.655,
|
1825 |
+
"recall@10": 0.759,
|
1826 |
+
"f1@1": 0.43,
|
1827 |
+
"f1@5": 0.2183333333333334,
|
1828 |
+
"f1@10": 0.138,
|
1829 |
+
"map@1": 0.43,
|
1830 |
+
"map@5": 0.51225,
|
1831 |
+
"map@10": 0.5261535714285714,
|
1832 |
+
"mrr@1": 0.43,
|
1833 |
+
"mrr@5": 0.51225,
|
1834 |
+
"mrr@10": 0.5261535714285714,
|
1835 |
+
"num_pred": 1000,
|
1836 |
+
"num_data": 1000
|
1837 |
+
},
|
1838 |
+
"MSVD": {
|
1839 |
+
"hit@1": 0.5835820895522388,
|
1840 |
+
"hit@5": 0.8477611940298507,
|
1841 |
+
"hit@10": 0.9149253731343283,
|
1842 |
+
"ndcg_linear@1": 0.5835820895522388,
|
1843 |
+
"ndcg_linear@5": 0.7294517948333389,
|
1844 |
+
"ndcg_linear@10": 0.7515440479150944,
|
1845 |
+
"ndcg_exponential@1": 0.5835820895522388,
|
1846 |
+
"ndcg_exponential@5": 0.7294517948333389,
|
1847 |
+
"ndcg_exponential@10": 0.7515440479150944,
|
1848 |
+
"precision@1": 0.5835820895522388,
|
1849 |
+
"precision@5": 0.16955223880597012,
|
1850 |
+
"precision@10": 0.09149253731343282,
|
1851 |
+
"recall@1": 0.5835820895522388,
|
1852 |
+
"recall@5": 0.8477611940298507,
|
1853 |
+
"recall@10": 0.9149253731343283,
|
1854 |
+
"f1@1": 0.5835820895522388,
|
1855 |
+
"f1@5": 0.28258706467661704,
|
1856 |
+
"f1@10": 0.16635006784260517,
|
1857 |
+
"map@1": 0.5835820895522388,
|
1858 |
+
"map@5": 0.6896517412935323,
|
1859 |
+
"map@10": 0.6989913527600095,
|
1860 |
+
"mrr@1": 0.5835820895522388,
|
1861 |
+
"mrr@5": 0.6896517412935323,
|
1862 |
+
"mrr@10": 0.6989913527600095,
|
1863 |
+
"num_pred": 670,
|
1864 |
+
"num_data": 670
|
1865 |
+
},
|
1866 |
+
"VATEX": {
|
1867 |
+
"hit@1": 0.3378740509155873,
|
1868 |
+
"hit@5": 0.6025011165698972,
|
1869 |
+
"hit@10": 0.71572130415364,
|
1870 |
+
"ndcg_linear@1": 0.3378740509155873,
|
1871 |
+
"ndcg_linear@5": 0.47769987329524893,
|
1872 |
+
"ndcg_linear@10": 0.5144788352866694,
|
1873 |
+
"ndcg_exponential@1": 0.3378740509155873,
|
1874 |
+
"ndcg_exponential@5": 0.47769987329524893,
|
1875 |
+
"ndcg_exponential@10": 0.5144788352866694,
|
1876 |
+
"precision@1": 0.3378740509155873,
|
1877 |
+
"precision@5": 0.12050022331397943,
|
1878 |
+
"precision@10": 0.071572130415364,
|
1879 |
+
"recall@1": 0.3378740509155873,
|
1880 |
+
"recall@5": 0.6025011165698972,
|
1881 |
+
"recall@10": 0.71572130415364,
|
1882 |
+
"f1@1": 0.3378740509155873,
|
1883 |
+
"f1@5": 0.20083370552329913,
|
1884 |
+
"f1@10": 0.13013114620975275,
|
1885 |
+
"map@1": 0.3378740509155873,
|
1886 |
+
"map@5": 0.43629968736042873,
|
1887 |
+
"map@10": 0.4515752497217437,
|
1888 |
+
"mrr@1": 0.3378740509155873,
|
1889 |
+
"mrr@5": 0.43629968736042873,
|
1890 |
+
"mrr@10": 0.4515752497217437,
|
1891 |
+
"num_pred": 4478,
|
1892 |
+
"num_data": 4478
|
1893 |
+
},
|
1894 |
+
"YouCook2": {
|
1895 |
+
"hit@1": 0.1689210443535703,
|
1896 |
+
"hit@5": 0.35199748348537274,
|
1897 |
+
"hit@10": 0.443535703051274,
|
1898 |
+
"ndcg_linear@1": 0.1689210443535703,
|
1899 |
+
"ndcg_linear@5": 0.2629752832004448,
|
1900 |
+
"ndcg_linear@10": 0.29271527912337164,
|
1901 |
+
"ndcg_exponential@1": 0.1689210443535703,
|
1902 |
+
"ndcg_exponential@5": 0.2629752832004448,
|
1903 |
+
"ndcg_exponential@10": 0.29271527912337164,
|
1904 |
+
"precision@1": 0.1689210443535703,
|
1905 |
+
"precision@5": 0.07039949669707456,
|
1906 |
+
"precision@10": 0.0443535703051274,
|
1907 |
+
"recall@1": 0.1689210443535703,
|
1908 |
+
"recall@5": 0.35199748348537274,
|
1909 |
+
"recall@10": 0.443535703051274,
|
1910 |
+
"f1@1": 0.1689210443535703,
|
1911 |
+
"f1@5": 0.11733249449512427,
|
1912 |
+
"f1@10": 0.08064285510023164,
|
1913 |
+
"map@1": 0.1689210443535703,
|
1914 |
+
"map@5": 0.23367935409457902,
|
1915 |
+
"map@10": 0.24603074741483047,
|
1916 |
+
"mrr@1": 0.1689210443535703,
|
1917 |
+
"mrr@5": 0.23367935409457902,
|
1918 |
+
"mrr@10": 0.24603074741483047,
|
1919 |
+
"num_pred": 3179,
|
1920 |
+
"num_data": 3179
|
1921 |
+
},
|
1922 |
+
"QVHighlight": {
|
1923 |
+
"hit@1": 0.5152354570637119,
|
1924 |
+
"hit@5": 0.8587257617728532,
|
1925 |
+
"hit@10": 1.0,
|
1926 |
+
"ndcg_linear@1": 0.5152354570637119,
|
1927 |
+
"ndcg_linear@5": 0.6968949839565493,
|
1928 |
+
"ndcg_linear@10": 0.742731199912767,
|
1929 |
+
"ndcg_exponential@1": 0.5152354570637119,
|
1930 |
+
"ndcg_exponential@5": 0.6968949839565493,
|
1931 |
+
"ndcg_exponential@10": 0.742731199912767,
|
1932 |
+
"precision@1": 0.5152354570637119,
|
1933 |
+
"precision@5": 0.17174515235457063,
|
1934 |
+
"precision@10": 0.09999999999999998,
|
1935 |
+
"recall@1": 0.5152354570637119,
|
1936 |
+
"recall@5": 0.8587257617728532,
|
1937 |
+
"recall@10": 1.0,
|
1938 |
+
"f1@1": 0.5152354570637119,
|
1939 |
+
"f1@5": 0.28624192059095116,
|
1940 |
+
"f1@10": 0.18181818181818185,
|
1941 |
+
"map@1": 0.5152354570637119,
|
1942 |
+
"map@5": 0.6431517389966143,
|
1943 |
+
"map@10": 0.6621561212973954,
|
1944 |
+
"mrr@1": 0.5152354570637119,
|
1945 |
+
"mrr@5": 0.6431517389966143,
|
1946 |
+
"mrr@10": 0.6621561212973954,
|
1947 |
+
"num_pred": 1083,
|
1948 |
+
"num_data": 1083
|
1949 |
+
},
|
1950 |
+
"Charades-STA": {
|
1951 |
+
"hit@1": 0.1815680880330124,
|
1952 |
+
"hit@5": 0.5295735900962861,
|
1953 |
+
"hit@10": 1.0,
|
1954 |
+
"ndcg_linear@1": 0.1815680880330124,
|
1955 |
+
"ndcg_linear@5": 0.35150044729928126,
|
1956 |
+
"ndcg_linear@10": 0.49842400295841127,
|
1957 |
+
"ndcg_exponential@1": 0.1815680880330124,
|
1958 |
+
"ndcg_exponential@5": 0.35150044729928126,
|
1959 |
+
"ndcg_exponential@10": 0.49842400295841127,
|
1960 |
+
"precision@1": 0.1815680880330124,
|
1961 |
+
"precision@5": 0.1059147180192572,
|
1962 |
+
"precision@10": 0.09999999999999998,
|
1963 |
+
"recall@1": 0.1815680880330124,
|
1964 |
+
"recall@5": 0.5295735900962861,
|
1965 |
+
"recall@10": 1.0,
|
1966 |
+
"f1@1": 0.1815680880330124,
|
1967 |
+
"f1@5": 0.17652453003209542,
|
1968 |
+
"f1@10": 0.18181818181818185,
|
1969 |
+
"map@1": 0.1815680880330124,
|
1970 |
+
"map@5": 0.29371847776249427,
|
1971 |
+
"map@10": 0.35136787406388503,
|
1972 |
+
"mrr@1": 0.1815680880330124,
|
1973 |
+
"mrr@5": 0.29371847776249427,
|
1974 |
+
"mrr@10": 0.35136787406388503,
|
1975 |
+
"num_pred": 727,
|
1976 |
+
"num_data": 727
|
1977 |
+
},
|
1978 |
+
"MomentSeeker": {
|
1979 |
+
"hit@1": 0.4038888888888889,
|
1980 |
+
"hit@5": 0.8922222222222222,
|
1981 |
+
"hit@10": 1.0,
|
1982 |
+
"ndcg_linear@1": 0.4038888888888889,
|
1983 |
+
"ndcg_linear@5": 0.6653924165164706,
|
1984 |
+
"ndcg_linear@10": 0.7059801123805041,
|
1985 |
+
"ndcg_exponential@1": 0.4038888888888889,
|
1986 |
+
"ndcg_exponential@5": 0.6653924165164706,
|
1987 |
+
"ndcg_exponential@10": 0.7059801123805041,
|
1988 |
+
"precision@1": 0.4038888888888889,
|
1989 |
+
"precision@5": 0.19644444444444445,
|
1990 |
+
"precision@10": 0.11261111111111112,
|
1991 |
+
"recall@1": 0.381550925925926,
|
1992 |
+
"recall@5": 0.8777546296296297,
|
1993 |
+
"recall@10": 0.9972685185185186,
|
1994 |
+
"f1@1": 0.38838536155202824,
|
1995 |
+
"f1@5": 0.3158506154339488,
|
1996 |
+
"f1@10": 0.19978680270346938,
|
1997 |
+
"map@1": 0.4038888888888889,
|
1998 |
+
"map@5": 0.5893097222222223,
|
1999 |
+
"map@10": 0.6081910640799529,
|
2000 |
+
"mrr@1": 0.4038888888888889,
|
2001 |
+
"mrr@5": 0.5971944444444444,
|
2002 |
+
"mrr@10": 0.612231922398589,
|
2003 |
+
"num_pred": 1800,
|
2004 |
+
"num_data": 1800
|
2005 |
+
},
|
2006 |
+
"K700": {
|
2007 |
+
"hit@1": 0.464,
|
2008 |
+
"hit@5": 0.703,
|
2009 |
+
"hit@10": 0.789,
|
2010 |
+
"ndcg_linear@1": 0.464,
|
2011 |
+
"ndcg_linear@5": 0.5931449504305456,
|
2012 |
+
"ndcg_linear@10": 0.6208968507825027,
|
2013 |
+
"ndcg_exponential@1": 0.464,
|
2014 |
+
"ndcg_exponential@5": 0.5931449504305456,
|
2015 |
+
"ndcg_exponential@10": 0.6208968507825027,
|
2016 |
+
"precision@1": 0.464,
|
2017 |
+
"precision@5": 0.14059999999999997,
|
2018 |
+
"precision@10": 0.07890000000000001,
|
2019 |
+
"recall@1": 0.464,
|
2020 |
+
"recall@5": 0.703,
|
2021 |
+
"recall@10": 0.789,
|
2022 |
+
"f1@1": 0.464,
|
2023 |
+
"f1@5": 0.23433333333333337,
|
2024 |
+
"f1@10": 0.14345454545454547,
|
2025 |
+
"map@1": 0.464,
|
2026 |
+
"map@5": 0.5564,
|
2027 |
+
"map@10": 0.5678150793650794,
|
2028 |
+
"mrr@1": 0.464,
|
2029 |
+
"mrr@5": 0.5564,
|
2030 |
+
"mrr@10": 0.5678150793650794,
|
2031 |
+
"num_pred": 1000,
|
2032 |
+
"num_data": 1000
|
2033 |
+
},
|
2034 |
+
"SmthSmthV2": {
|
2035 |
+
"hit@1": 0.499,
|
2036 |
+
"hit@5": 0.781,
|
2037 |
+
"hit@10": 0.862,
|
2038 |
+
"ndcg_linear@1": 0.499,
|
2039 |
+
"ndcg_linear@5": 0.6544550514934299,
|
2040 |
+
"ndcg_linear@10": 0.6810844225527735,
|
2041 |
+
"ndcg_exponential@1": 0.499,
|
2042 |
+
"ndcg_exponential@5": 0.6544550514934299,
|
2043 |
+
"ndcg_exponential@10": 0.6810844225527735,
|
2044 |
+
"precision@1": 0.499,
|
2045 |
+
"precision@5": 0.15619999999999998,
|
2046 |
+
"precision@10": 0.08620000000000001,
|
2047 |
+
"recall@1": 0.499,
|
2048 |
+
"recall@5": 0.781,
|
2049 |
+
"recall@10": 0.862,
|
2050 |
+
"f1@1": 0.499,
|
2051 |
+
"f1@5": 0.26033333333333336,
|
2052 |
+
"f1@10": 0.15672727272727274,
|
2053 |
+
"map@1": 0.499,
|
2054 |
+
"map@5": 0.6119,
|
2055 |
+
"map@10": 0.6231444444444445,
|
2056 |
+
"mrr@1": 0.499,
|
2057 |
+
"mrr@5": 0.6119,
|
2058 |
+
"mrr@10": 0.6231444444444445,
|
2059 |
+
"num_pred": 1000,
|
2060 |
+
"num_data": 1000
|
2061 |
+
},
|
2062 |
+
"HMDB51": {
|
2063 |
+
"hit@1": 0.489,
|
2064 |
+
"hit@5": 0.774,
|
2065 |
+
"hit@10": 0.854,
|
2066 |
+
"ndcg_linear@1": 0.489,
|
2067 |
+
"ndcg_linear@5": 0.6446285128958543,
|
2068 |
+
"ndcg_linear@10": 0.6704831072791624,
|
2069 |
+
"ndcg_exponential@1": 0.489,
|
2070 |
+
"ndcg_exponential@5": 0.6446285128958543,
|
2071 |
+
"ndcg_exponential@10": 0.6704831072791624,
|
2072 |
+
"precision@1": 0.489,
|
2073 |
+
"precision@5": 0.15480000000000002,
|
2074 |
+
"precision@10": 0.0854,
|
2075 |
+
"recall@1": 0.489,
|
2076 |
+
"recall@5": 0.774,
|
2077 |
+
"recall@10": 0.854,
|
2078 |
+
"f1@1": 0.489,
|
2079 |
+
"f1@5": 0.25800000000000006,
|
2080 |
+
"f1@10": 0.15527272727272728,
|
2081 |
+
"map@1": 0.489,
|
2082 |
+
"map@5": 0.6011833333333334,
|
2083 |
+
"map@10": 0.6118492063492063,
|
2084 |
+
"mrr@1": 0.489,
|
2085 |
+
"mrr@5": 0.6011833333333334,
|
2086 |
+
"mrr@10": 0.6118492063492063,
|
2087 |
+
"num_pred": 1000,
|
2088 |
+
"num_data": 1000
|
2089 |
+
},
|
2090 |
+
"UCF101": {
|
2091 |
+
"hit@1": 0.699,
|
2092 |
+
"hit@5": 0.905,
|
2093 |
+
"hit@10": 0.939,
|
2094 |
+
"ndcg_linear@1": 0.699,
|
2095 |
+
"ndcg_linear@5": 0.8157725031603894,
|
2096 |
+
"ndcg_linear@10": 0.82703643669356,
|
2097 |
+
"ndcg_exponential@1": 0.699,
|
2098 |
+
"ndcg_exponential@5": 0.8157725031603894,
|
2099 |
+
"ndcg_exponential@10": 0.82703643669356,
|
2100 |
+
"precision@1": 0.699,
|
2101 |
+
"precision@5": 0.181,
|
2102 |
+
"precision@10": 0.09390000000000001,
|
2103 |
+
"recall@1": 0.699,
|
2104 |
+
"recall@5": 0.905,
|
2105 |
+
"recall@10": 0.939,
|
2106 |
+
"f1@1": 0.699,
|
2107 |
+
"f1@5": 0.30166666666666664,
|
2108 |
+
"f1@10": 0.17072727272727273,
|
2109 |
+
"map@1": 0.699,
|
2110 |
+
"map@5": 0.7854833333333333,
|
2111 |
+
"map@10": 0.7902900793650793,
|
2112 |
+
"mrr@1": 0.699,
|
2113 |
+
"mrr@5": 0.7854833333333333,
|
2114 |
+
"mrr@10": 0.7902900793650793,
|
2115 |
+
"num_pred": 1000,
|
2116 |
+
"num_data": 1000
|
2117 |
+
},
|
2118 |
+
"Breakfast": {
|
2119 |
+
"hit@1": 0.12702078521939955,
|
2120 |
+
"hit@5": 0.6073903002309469,
|
2121 |
+
"hit@10": 1.0,
|
2122 |
+
"ndcg_linear@1": 0.12702078521939955,
|
2123 |
+
"ndcg_linear@5": 0.3635576849613301,
|
2124 |
+
"ndcg_linear@10": 0.4911876506328746,
|
2125 |
+
"ndcg_exponential@1": 0.12702078521939955,
|
2126 |
+
"ndcg_exponential@5": 0.3635576849613301,
|
2127 |
+
"ndcg_exponential@10": 0.4911876506328746,
|
2128 |
+
"precision@1": 0.12702078521939955,
|
2129 |
+
"precision@5": 0.12147806004618936,
|
2130 |
+
"precision@10": 0.1,
|
2131 |
+
"recall@1": 0.12702078521939955,
|
2132 |
+
"recall@5": 0.6073903002309469,
|
2133 |
+
"recall@10": 1.0,
|
2134 |
+
"f1@1": 0.12702078521939955,
|
2135 |
+
"f1@5": 0.20246343341031567,
|
2136 |
+
"f1@10": 0.1818181818181818,
|
2137 |
+
"map@1": 0.12702078521939955,
|
2138 |
+
"map@5": 0.28421862971516554,
|
2139 |
+
"map@10": 0.3372346860222149,
|
2140 |
+
"mrr@1": 0.12702078521939955,
|
2141 |
+
"mrr@5": 0.28421862971516554,
|
2142 |
+
"mrr@10": 0.3372346860222149,
|
2143 |
+
"num_pred": 433,
|
2144 |
+
"num_data": 433
|
2145 |
+
},
|
2146 |
+
"MVBench": {
|
2147 |
+
"hit@1": 0.41575,
|
2148 |
+
"hit@5": 1.0,
|
2149 |
+
"hit@10": 1.0,
|
2150 |
+
"ndcg_linear@1": 0.41575,
|
2151 |
+
"ndcg_linear@5": 0.7383191847708812,
|
2152 |
+
"ndcg_linear@10": 0.7383191847708812,
|
2153 |
+
"ndcg_exponential@1": 0.41575,
|
2154 |
+
"ndcg_exponential@5": 0.7383191847708812,
|
2155 |
+
"ndcg_exponential@10": 0.7383191847708812,
|
2156 |
+
"precision@1": 0.41575,
|
2157 |
+
"precision@5": 0.20000000000000004,
|
2158 |
+
"precision@10": 0.10000000000000002,
|
2159 |
+
"recall@1": 0.41575,
|
2160 |
+
"recall@5": 1.0,
|
2161 |
+
"recall@10": 1.0,
|
2162 |
+
"f1@1": 0.41575,
|
2163 |
+
"f1@5": 0.3333333333333333,
|
2164 |
+
"f1@10": 0.18181818181818182,
|
2165 |
+
"map@1": 0.41575,
|
2166 |
+
"map@5": 0.6497583333333333,
|
2167 |
+
"map@10": 0.6497583333333333,
|
2168 |
+
"mrr@1": 0.41575,
|
2169 |
+
"mrr@5": 0.6497583333333333,
|
2170 |
+
"mrr@10": 0.6497583333333333,
|
2171 |
+
"num_pred": 4000,
|
2172 |
+
"num_data": 4000
|
2173 |
+
},
|
2174 |
+
"Video-MME": {
|
2175 |
+
"hit@1": 0.3977777777777778,
|
2176 |
+
"hit@5": 1.0,
|
2177 |
+
"hit@10": 1.0,
|
2178 |
+
"ndcg_linear@1": 0.3977777777777778,
|
2179 |
+
"ndcg_linear@5": 0.7196994876582079,
|
2180 |
+
"ndcg_linear@10": 0.7196994876582079,
|
2181 |
+
"ndcg_exponential@1": 0.3977777777777778,
|
2182 |
+
"ndcg_exponential@5": 0.7196994876582079,
|
2183 |
+
"ndcg_exponential@10": 0.7196994876582079,
|
2184 |
+
"precision@1": 0.3977777777777778,
|
2185 |
+
"precision@5": 0.19999999999999996,
|
2186 |
+
"precision@10": 0.09999999999999998,
|
2187 |
+
"recall@1": 0.3977777777777778,
|
2188 |
+
"recall@5": 1.0,
|
2189 |
+
"recall@10": 1.0,
|
2190 |
+
"f1@1": 0.3977777777777778,
|
2191 |
+
"f1@5": 0.3333333333333334,
|
2192 |
+
"f1@10": 0.18181818181818188,
|
2193 |
+
"map@1": 0.3977777777777778,
|
2194 |
+
"map@5": 0.6258024691358024,
|
2195 |
+
"map@10": 0.6258024691358024,
|
2196 |
+
"mrr@1": 0.3977777777777778,
|
2197 |
+
"mrr@5": 0.6258024691358024,
|
2198 |
+
"mrr@10": 0.6258024691358024,
|
2199 |
+
"num_pred": 2700,
|
2200 |
+
"num_data": 2700
|
2201 |
+
},
|
2202 |
+
"NExTQA": {
|
2203 |
+
"hit@1": 0.49532928538066323,
|
2204 |
+
"hit@5": 1.0,
|
2205 |
+
"hit@10": 1.0,
|
2206 |
+
"ndcg_linear@1": 0.49532928538066323,
|
2207 |
+
"ndcg_linear@5": 0.7576205695993969,
|
2208 |
+
"ndcg_linear@10": 0.7576205695993969,
|
2209 |
+
"ndcg_exponential@1": 0.49532928538066323,
|
2210 |
+
"ndcg_exponential@5": 0.7576205695993969,
|
2211 |
+
"ndcg_exponential@10": 0.7576205695993969,
|
2212 |
+
"precision@1": 0.49532928538066323,
|
2213 |
+
"precision@5": 0.20000000000000004,
|
2214 |
+
"precision@10": 0.10000000000000002,
|
2215 |
+
"recall@1": 0.49532928538066323,
|
2216 |
+
"recall@5": 1.0,
|
2217 |
+
"recall@10": 1.0,
|
2218 |
+
"f1@1": 0.49532928538066323,
|
2219 |
+
"f1@5": 0.3333333333333333,
|
2220 |
+
"f1@10": 0.1818181818181818,
|
2221 |
+
"map@1": 0.49532928538066323,
|
2222 |
+
"map@5": 0.6775903004826405,
|
2223 |
+
"map@10": 0.6775903004826405,
|
2224 |
+
"mrr@1": 0.49532928538066323,
|
2225 |
+
"mrr@5": 0.6773567647516736,
|
2226 |
+
"mrr@10": 0.6773567647516736,
|
2227 |
+
"num_pred": 8564,
|
2228 |
+
"num_data": 8564
|
2229 |
+
},
|
2230 |
+
"EgoSchema": {
|
2231 |
+
"hit@1": 0.356,
|
2232 |
+
"hit@5": 1.0,
|
2233 |
+
"hit@10": 1.0,
|
2234 |
+
"ndcg_linear@1": 0.356,
|
2235 |
+
"ndcg_linear@5": 0.6967117751574468,
|
2236 |
+
"ndcg_linear@10": 0.6967117751574468,
|
2237 |
+
"ndcg_exponential@1": 0.356,
|
2238 |
+
"ndcg_exponential@5": 0.6967117751574468,
|
2239 |
+
"ndcg_exponential@10": 0.6967117751574468,
|
2240 |
+
"precision@1": 0.356,
|
2241 |
+
"precision@5": 0.2,
|
2242 |
+
"precision@10": 0.1,
|
2243 |
+
"recall@1": 0.356,
|
2244 |
+
"recall@5": 1.0,
|
2245 |
+
"recall@10": 1.0,
|
2246 |
+
"f1@1": 0.356,
|
2247 |
+
"f1@5": 0.3333333333333333,
|
2248 |
+
"f1@10": 0.18181818181818182,
|
2249 |
+
"map@1": 0.356,
|
2250 |
+
"map@5": 0.5960333333333333,
|
2251 |
+
"map@10": 0.5960333333333333,
|
2252 |
+
"mrr@1": 0.356,
|
2253 |
+
"mrr@5": 0.5960333333333333,
|
2254 |
+
"mrr@10": 0.5960333333333333,
|
2255 |
+
"num_pred": 500,
|
2256 |
+
"num_data": 500
|
2257 |
+
},
|
2258 |
+
"ActivityNetQA": {
|
2259 |
+
"hit@1": 0.712,
|
2260 |
+
"hit@5": 1.0,
|
2261 |
+
"hit@10": 1.0,
|
2262 |
+
"ndcg_linear@1": 0.712,
|
2263 |
+
"ndcg_linear@5": 0.8937077690285798,
|
2264 |
+
"ndcg_linear@10": 0.8937077690285798,
|
2265 |
+
"ndcg_exponential@1": 0.712,
|
2266 |
+
"ndcg_exponential@5": 0.8937077690285798,
|
2267 |
+
"ndcg_exponential@10": 0.8937077690285798,
|
2268 |
+
"precision@1": 0.712,
|
2269 |
+
"precision@5": 0.20000000000000004,
|
2270 |
+
"precision@10": 0.10000000000000002,
|
2271 |
+
"recall@1": 0.712,
|
2272 |
+
"recall@5": 1.0,
|
2273 |
+
"recall@10": 1.0,
|
2274 |
+
"f1@1": 0.712,
|
2275 |
+
"f1@5": 0.3333333333333333,
|
2276 |
+
"f1@10": 0.18181818181818182,
|
2277 |
+
"map@1": 0.712,
|
2278 |
+
"map@5": 0.856,
|
2279 |
+
"map@10": 0.856,
|
2280 |
+
"mrr@1": 0.712,
|
2281 |
+
"mrr@5": 0.856,
|
2282 |
+
"mrr@10": 0.856,
|
2283 |
+
"num_pred": 1000,
|
2284 |
+
"num_data": 1000
|
2285 |
+
}
|
2286 |
+
}
|
2287 |
+
}
|
2288 |
+
}
|