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Papers Benchmarks Datasets Tasks

DOCCI dataset and benchmarks · SOTA2 Research

Research Datasets

DOCCI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image-to-Text retrieval

DOCCI

91.3R@1

66

Text-to-Image retrieval

DOCCI

93.4Recall@1

66

Image-to-text retrieval

DOCCI (test)

95.9Recall@1

43

Image Captioning

DOCCI 500 (test)

64.31CAPTURE

32

Text-to-Image Retrieval

DOCCI (val)

17.79Recall@1

27

Image-to-Text Retrieval

DOCCI (val)

52.78R@1

27

Long-caption Cross-modal Retrieval

DOCCI (test)

81.12T2I Recall@1

16

Text-to-Image Retrieval

DOCCI (test)

79.04R@1

12

Crossmodal retrieval

DOCCI

83.04Recall@1

12

Text-to-Image Retrieval

DOCCI-CN

84Recall@1

11

Image-to-Text Retrieval

DOCCI-CN

79.7Recall@1

11

Zero-shot Image-Text Retrieval

DOCCI

66.2Accuracy

7

Image-to-text retrieval

DOCCI (full)

91.3Recall@1

6

Image-Text Retrieval

DOCCI

72.92Word Dropout (p=0.3)

4

Text-to-image generation

DOCCI 500 random prompts (test)

24.52FID Score

3

Popular tasks

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

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