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Papers Benchmarks Datasets Tasks

Image Captioning research benchmarks – Page 13 · SOTA2 Research

Image Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VIT + GPT (SOLI-par)

70.03BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.23BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.32BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.33BLEU-1 Score

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.12BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

0.735BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.04BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.93BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.5BLEU-1

4

Feb 26, 2026

VIT + GPT (SOLI-par)

73.67BLEU-1

4

Feb 26, 2026

External (Blood Cell Atlas, Kaggle, LeukemiaAttri) 1.0 (val)

2BLEU Score

4

Feb 26, 2026

Internal white blood cell morphology 1.0 (test)

0.31BLEU

4

Feb 26, 2026

ICapt 100 prompts

31.55Accuracy

4

Feb 26, 2026

NWPU RESISC45 Captions

88.9BLEU-1

4

Feb 26, 2026

27.6BLEU@4

4

Feb 26, 2026

42.1CIDEr-D (In)

4

Feb 26, 2026

NoCaps zero-shot

119CIDEr

4

Feb 26, 2026

MSCOCO (randomly sampled 100 images)

4.67Descriptiveness

4

Feb 26, 2026

23.2Caption Length

4

Feb 26, 2026

VizWiz-Cap (val)

125.7CIDEr

4

Feb 26, 2026

COCO captioning 2014 (test)

37.5BLEU-4

4

Feb 26, 2026

COCO public server (test)

84.5BLEU-1 (c5)

4

Feb 27, 2026

40.7BLEU@4

4

Feb 26, 2026

ArtEmis Combined 2.0 (test)

0.628BLEU-1

4

Feb 26, 2026

41.7METEOR

4

Feb 26, 2026

Page 13 of 16

Popular datasets

COCO MS-COCO Flickr30k nocaps MSCOCO

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