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Winoground dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Winoground

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Vision-Language Alignment

Winoground

63.38Accuracy

3

Image-Text Matching

Winoground (full)

52.7Accuracy

3

Compositional Reasoning

Winoground (test)

27Image Accuracy

3

Paired-prompt evaluation

Winoground

58.81Simple Accuracy

2

Compositional Reasoning

Winoground clean 171 samples

31.58Text Score

2

Vision-Language Compositional Reasoning

Winoground clean (no-tag)

32.16Text Score

2

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Popular tasks

Compositional Reasoning Image-Text Matching Vision-Language Compositional Reasoning Vision-Language Understanding Compositional Evaluation

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