update

main.py

@@ -128,20 +128,23 @@ def main_gradio():
     )
 
     gr.Interface(
-    fn=process_json,
-    inputs=gr.File(label="Upload Retrieval Result (JSON)"),
-    outputs=gr.Textbox(label="Results"),
-    title="Automated Evaluation of MixBench",
-    description=(
-        "Please upload your model's retrieval result on MixBench (in JSON format) to automatically evaluate its performance.<br><br>"
-        "For each subset (e.g., <code>MSCOCO</code>, <code>Google_WIT</code>, <code>VisualNews</code>, <code>OVEN</code>), "
-        "we will compute the following metrics based on the top-100 retrieved results:<br>"
-        "- <strong>Recall@1</strong><br>"
-        "- <strong>NDCG@10</strong><br>"
-        "- <strong>NDCG@100</strong><br><br>"
-        "Expected input JSON format:<br><br>"
-        + example_json_html
-    )).launch(share=True)
+        fn=process_json,
+        inputs=gr.File(label="Upload Retrieval Result (JSON)"),
+        outputs=gr.Textbox(label="Results"),
+        title="Automated Evaluation of MixBench",
+        description=(
+            "Please upload your model's retrieval result on MixBench (in JSON format) to automatically evaluate its performance.<br><br>"
+            "For each subset (e.g., <code>MSCOCO</code>, <code>Google_WIT</code>, <code>VisualNews</code>, <code>OVEN</code>), "
+            "we will compute the following metrics based on the top-100 retrieved results:<br>"
+            "- <strong>Recall@1</strong><br>"
+            "- <strong>NDCG@10</strong><br>"
+            "- <strong>NDCG@100</strong><br><br>"
+            "Expected input JSON format:<br><br>"
+            + example_json_html +
+            "<br>For reference query IDs, see the "
+            "<a href='https://huggingface.co/datasets/mixed-modality-search/MixBench2025/viewer/Google_WIT/mixed_corpus' target='_blank'>MixBench2025 dataset viewer</a>."
+        )
+    ).launch(share=True)
 
 if __name__ == "__main__":
     main_gradio()