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stable-diffusion-v1-5
a photo of a bench
single_object
bench
stable-diffusion-v1-5
a photo of a bench
single_object
bench
stable-diffusion-v1-5
a photo of a bench
single_object
bench
stable-diffusion-v1-5
a photo of a bench
single_object
bench
stable-diffusion-v1-5
a photo of a cow
single_object
cow
stable-diffusion-v1-5
a photo of a cow
single_object
cow
stable-diffusion-v1-5
a photo of a cow
single_object
cow
stable-diffusion-v1-5
a photo of a cow
single_object
cow
stable-diffusion-v1-5
a photo of a bicycle
single_object
bicycle
stable-diffusion-v1-5
a photo of a bicycle
single_object
bicycle
stable-diffusion-v1-5
a photo of a bicycle
single_object
bicycle
stable-diffusion-v1-5
a photo of a bicycle
single_object
bicycle
stable-diffusion-v1-5
a photo of a clock
single_object
clock
stable-diffusion-v1-5
a photo of a clock
single_object
clock
stable-diffusion-v1-5
a photo of a clock
single_object
clock
stable-diffusion-v1-5
a photo of a clock
single_object
clock
stable-diffusion-v1-5
a photo of a carrot
single_object
carrot
stable-diffusion-v1-5
a photo of a carrot
single_object
carrot
stable-diffusion-v1-5
a photo of a carrot
single_object
carrot
stable-diffusion-v1-5
a photo of a carrot
single_object
carrot
stable-diffusion-v1-5
a photo of a suitcase
single_object
suitcase
stable-diffusion-v1-5
a photo of a suitcase
single_object
suitcase
stable-diffusion-v1-5
a photo of a suitcase
single_object
suitcase
stable-diffusion-v1-5
a photo of a suitcase
single_object
suitcase
stable-diffusion-v1-5
a photo of a fork
single_object
fork
stable-diffusion-v1-5
a photo of a fork
single_object
fork
stable-diffusion-v1-5
a photo of a fork
single_object
fork
stable-diffusion-v1-5
a photo of a fork
single_object
fork
stable-diffusion-v1-5
a photo of a surfboard
single_object
surfboard
stable-diffusion-v1-5
a photo of a surfboard
single_object
surfboard
stable-diffusion-v1-5
a photo of a surfboard
single_object
surfboard
stable-diffusion-v1-5
a photo of a surfboard
single_object
surfboard
stable-diffusion-v1-5
a photo of a refrigerator
single_object
refrigerator
stable-diffusion-v1-5
a photo of a refrigerator
single_object
refrigerator
stable-diffusion-v1-5
a photo of a refrigerator
single_object
refrigerator
stable-diffusion-v1-5
a photo of a refrigerator
single_object
refrigerator
stable-diffusion-v1-5
a photo of a cup
single_object
cup
stable-diffusion-v1-5
a photo of a cup
single_object
cup
stable-diffusion-v1-5
a photo of a cup
single_object
cup
stable-diffusion-v1-5
a photo of a cup
single_object
cup
stable-diffusion-v1-5
a photo of a microwave
single_object
microwave
stable-diffusion-v1-5
a photo of a microwave
single_object
microwave
stable-diffusion-v1-5
a photo of a microwave
single_object
microwave
stable-diffusion-v1-5
a photo of a microwave
single_object
microwave
stable-diffusion-v1-5
a photo of a potted plant
single_object
potted plant
stable-diffusion-v1-5
a photo of a potted plant
single_object
potted plant
stable-diffusion-v1-5
a photo of a potted plant
single_object
potted plant
stable-diffusion-v1-5
a photo of a potted plant
single_object
potted plant
stable-diffusion-v1-5
a photo of a snowboard
single_object
snowboard
stable-diffusion-v1-5
a photo of a snowboard
single_object
snowboard
stable-diffusion-v1-5
a photo of a snowboard
single_object
snowboard
stable-diffusion-v1-5
a photo of a snowboard
single_object
snowboard
stable-diffusion-v1-5
a photo of a zebra
single_object
zebra
stable-diffusion-v1-5
a photo of a zebra
single_object
zebra
stable-diffusion-v1-5
a photo of a zebra
single_object
zebra
stable-diffusion-v1-5
a photo of a zebra
single_object
zebra
stable-diffusion-v1-5
a photo of a parking meter
single_object
parking meter
stable-diffusion-v1-5
a photo of a parking meter
single_object
parking meter
stable-diffusion-v1-5
a photo of a parking meter
single_object
parking meter
stable-diffusion-v1-5
a photo of a parking meter
single_object
parking meter
stable-diffusion-v1-5
a photo of a spoon
single_object
spoon
stable-diffusion-v1-5
a photo of a spoon
single_object
spoon
stable-diffusion-v1-5
a photo of a spoon
single_object
spoon
stable-diffusion-v1-5
a photo of a spoon
single_object
spoon
stable-diffusion-v1-5
a photo of a skateboard
single_object
skateboard
stable-diffusion-v1-5
a photo of a skateboard
single_object
skateboard
stable-diffusion-v1-5
a photo of a skateboard
single_object
skateboard
stable-diffusion-v1-5
a photo of a skateboard
single_object
skateboard
stable-diffusion-v1-5
a photo of a car
single_object
car
stable-diffusion-v1-5
a photo of a car
single_object
car
stable-diffusion-v1-5
a photo of a car
single_object
car
stable-diffusion-v1-5
a photo of a car
single_object
car
stable-diffusion-v1-5
a photo of a motorcycle
single_object
motorcycle
stable-diffusion-v1-5
a photo of a motorcycle
single_object
motorcycle
stable-diffusion-v1-5
a photo of a motorcycle
single_object
motorcycle
stable-diffusion-v1-5
a photo of a motorcycle
single_object
motorcycle
stable-diffusion-v1-5
a photo of a traffic light
single_object
traffic light
stable-diffusion-v1-5
a photo of a traffic light
single_object
traffic light
stable-diffusion-v1-5
a photo of a traffic light
single_object
traffic light
stable-diffusion-v1-5
a photo of a traffic light
single_object
traffic light
stable-diffusion-v1-5
a photo of a book
single_object
book
stable-diffusion-v1-5
a photo of a book
single_object
book
stable-diffusion-v1-5
a photo of a book
single_object
book
stable-diffusion-v1-5
a photo of a book
single_object
book
stable-diffusion-v1-5
a photo of a couch
single_object
couch
stable-diffusion-v1-5
a photo of a couch
single_object
couch
stable-diffusion-v1-5
a photo of a couch
single_object
couch
stable-diffusion-v1-5
a photo of a couch
single_object
couch
stable-diffusion-v1-5
a photo of a backpack
single_object
backpack
stable-diffusion-v1-5
a photo of a backpack
single_object
backpack
stable-diffusion-v1-5
a photo of a backpack
single_object
backpack
stable-diffusion-v1-5
a photo of a backpack
single_object
backpack
stable-diffusion-v1-5
a photo of a computer keyboard
single_object
computer keyboard
stable-diffusion-v1-5
a photo of a computer keyboard
single_object
computer keyboard
stable-diffusion-v1-5
a photo of a computer keyboard
single_object
computer keyboard
stable-diffusion-v1-5
a photo of a computer keyboard
single_object
computer keyboard
stable-diffusion-v1-5
a photo of a toaster
single_object
toaster
stable-diffusion-v1-5
a photo of a toaster
single_object
toaster
stable-diffusion-v1-5
a photo of a toaster
single_object
toaster
stable-diffusion-v1-5
a photo of a toaster
single_object
toaster
End of preview. Expand in Data Studio

Dataset Card for Self-Bench

Overview

Self-Bench is a diagnostic benchmark designed to explore the relationship between the generative and discriminative capabilities of diffusion models. It consists of images generated by different diffusion models, enabling controlled evaluations where the image domain is well-defined and consistent. The goal is to assess how well models can understand images that are most "familiar" to them—that is, images they themselves have generated.

Diffusion Models Used

We use three popular versions of Stable Diffusion to generate the dataset:

All prompts are adapted from the GenEval benchmark, which is designed for evaluating compositional generation.

Data Structure

Each image is annotated with:

  • prompt: the text prompt used for generation
  • model: the diffusion model used
  • tag: the task type (e.g., single_object, position, etc.)
  • class: the object class present in the image

Access and Filtering

This repository contains the full dataset.
If you are looking for the filtered versions curated by three annotators, please visit our GitHub repository: 🔗 https://github.com/self-bench/-9793055367

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