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Papers Benchmarks Datasets Tasks

Image Captioning research benchmarks – Page 10 · SOTA2 Research

Image Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FineGrip 2 steps (20-5)

41.53Bb (BLEU)

7

Feb 26, 2026

Flickr30K Native Portuguese (test)

52.49CIDEr-D

7

Feb 26, 2026

Flickr30K Translated Portuguese (test)

62.03CIDEr-D

7

Feb 26, 2026

40.1BLEU@4

7

Feb 26, 2026

Flickr30k downstream (test)

58.3TextVQA

7

Feb 26, 2026

10.3BLEU@4

7

Feb 26, 2026

78.5CLIPScore

7

Feb 26, 2026

78.3CLIPScore

7

Feb 26, 2026

COCO Captioning (val)

Uni-Perceiver-V2

35.4BLEU-4

7

Feb 26, 2026

FashionGen (test)

30.73BLEU

7

Feb 26, 2026

NoCaps 1.0 (test)

97.1CIDEr

7

Feb 26, 2026

Conceptual Captions Google-CC 3M (dev)

108.6CIDEr

7

Feb 26, 2026

Style-Chair Original (test)

31.5BLEU-1

6

Jul 7, 2026

Style-Chair Sketch (test)

27.4BLEU-1

6

Jul 7, 2026

Style-Chair Painting (test)

27.5BLEU-1

6

Jul 7, 2026

Style-Chair Graffiti (test)

27.3BLEU-1

6

Jul 7, 2026

Style-Chair Game (test)

27.7BLEU-1

6

Jul 7, 2026

Style-Chair Cartoon (test)

27.7BLEU-1

6

Jul 7, 2026

88.28Score

6

Jun 15, 2026

Prism Framework

80.5Chart QA Accuracy

6

Jun 9, 2026

93.79Score

6

Jun 4, 2026

1.02NC Score

6

May 4, 2026

43.5NC Score

6

May 4, 2026

38.9COCO Score

6

May 4, 2026

78.6Clean Consistency

6

Apr 15, 2026

Page 10 of 16

Popular datasets

COCO MS-COCO Flickr30k nocaps MSCOCO

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