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Papers Benchmarks Datasets Tasks

Audio-Visual Captioning research benchmarks · SOTA2 Research

Audio-Visual Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VGGSound Animal

51.52Cs Score

14

May 12, 2026

VideoLLaMA 2 + AVEX-Prune

57CIDEr

11

Jun 11, 2026

16.23Cs

10

May 12, 2026

78Accuracy

7

Feb 26, 2026

81.1Accuracy

7

Feb 26, 2026

VALOR 32K (val)

16.88BLEU@4

7

Feb 26, 2026

17.2METEOR

5

Apr 16, 2026

63.7ALOHa Score

4

May 12, 2026

38.8ALOHa

4

May 12, 2026

f-Lifescene (test)

0.529BLEU

4

Mar 11, 2026

40.49BLEU

4

Mar 11, 2026

VALOR-32K (test)

62.2CIDEr

4

Feb 26, 2026

40.52Cs

2

May 12, 2026

Popular datasets

VGGSound AudioSet VALOR DVD-Bench AVHBench

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