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Papers Benchmarks Datasets Tasks

Caption Generation research benchmarks · SOTA2 Research

Caption Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

COCO Karpathy 5000 (test)

71.8BLEU-1

9

Feb 26, 2026

COCO 2014 (test)

73.1BLEU-1 (c5)

7

Feb 26, 2026

CrossTrafficLLM

72.56METEOR

6

Feb 26, 2026

Electronic Sheep

721-gram Overlap

5

Feb 26, 2026

Sleep Signal Captioning

91.8BERT Precision

4

Jul 2, 2026

16.43CHAIRi

2

May 15, 2026

COCO Karpathy variant 4000 (test)

66.6BLEU-1

1

Feb 26, 2026

Popular datasets

COCO Flickr30k Electronic Sheep BjTT Sleep Signal Captioning

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