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Papers Benchmarks Datasets Tasks

ShareGPT4V dataset and benchmarks · SOTA2 Research

Research Datasets

ShareGPT4V

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Text-to-Image Retrieval

ShareGPT4V

97.9R@1

52

Image-to-Text Retrieval

ShareGPT4V

97.8Recall@1

34

Text-to-Image Retrieval

ShareGPT4V 1k

99Recall@1

11

Image-to-Text Retrieval

ShareGPT4V 1k

99.5R@1

11

Image-to-Text Retrieval

ShareGPT4V (unseen)

95.8R@1

9

Text-to-Image Retrieval

ShareGPT4V (unseen)

96.6R@1

9

Text-to-Image Retrieval

ShareGPT4V 10k

94.8Recall@1

9

Image-to-Text Retrieval

ShareGPT4V 10k

95.5R@1

9

Text-to-Image Retrieval

ShareGPT4V (val)

98.5R@1

8

Image-to-Text Retrieval

ShareGPT4V (val)

98.7R@1

8

Image-to-Text Retrieval

ShareGPT4V 5,000 samples (test)

88.62R@1

6

Text-to-Image Retrieval

ShareGPT4V 5,000 samples (test)

85.48R@1

6

Image-Text Retrieval

ShareGPT4V

95.4Retrieval Score (Word Dropout p=0.3)

4

Long-caption Image-to-Text Retrieval

ShareGPT4V

90.8Recall@1

4

Long-caption Text-to-Image Retrieval

ShareGPT4V

0.939Recall@1

4

Text Generation

ShareGPT4V

47.9BLEU-1

3

Object Hallucination Assessment

ShareGPT4V

46.8CHAIR-S Score

3

Text-to-Image Generation

ShareGPT4V (val)

0.317FID

2

Popular tasks

Image-to-Text Retrieval Text-to-Image Retrieval Text-to-Image Generation Text Generation Image-Text Retrieval

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