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Papers Benchmarks Datasets Tasks

Image Captioning research benchmarks – Page 15 · SOTA2 Research

Image Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Flickr8K 1,000 images (test)

0.63BLEU-1

3

Feb 26, 2026

Average Caption

100.34CIDEr

2

Jun 4, 2026

87.65Related

2

Apr 28, 2026

92.86Relatedness Score

2

Apr 28, 2026

91.38Related Rate

2

Apr 28, 2026

RemoteDescriber

80.14ReconScore

2

Apr 28, 2026

Gibson manually annotated (test)

19.88BLEU-4

2

Mar 26, 2026

MMHE User Study

19Human Preference Count

2

Mar 10, 2026

0.64Score (White)

2

Feb 26, 2026

96.5CIDEr

2

Feb 26, 2026

MS-COCO Karpathy Fine-tuned (test)

41.6BLEU-4

2

Feb 26, 2026

NoCaps Zero-shot (val)

114.67CIDEr (in-domain)

2

Feb 26, 2026

NoCaps random 1000 images (test)

76.15CIDEr

2

Feb 26, 2026

159.8CIDEr

2

Feb 26, 2026

66.2General Percentage Score

2

Feb 26, 2026

Widget-Cap (test)

153CIDEr

2

Feb 26, 2026

50BLEU@4

2

Feb 26, 2026

COCO split 2 (val)

145.3CIDEr

2

Feb 26, 2026

50BLEU@4

2

Feb 26, 2026

Saliency and Context Attention

26.9BLEU@4

2

Feb 26, 2026

Image Captioning (NN-Caption)

0.317BLEU-4

1

Jul 9, 2026

7.07Inference Time (s)

1

Apr 15, 2026

62.8BLEU

1

Feb 26, 2026

—

—R-1

0

Feb 26, 2026

RSITMD Captions

—

—ROUGE-1

0

Feb 26, 2026

Page 15 of 16

Popular datasets

COCO MS-COCO Flickr30k nocaps MSCOCO

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