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Multimodal Reasoning research benchmarks – Page 10 · SOTA2 Research

Multimodal Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Text-Audio-Vision Benchmark Level 4

61Pass@1 Accuracy

3

Feb 26, 2026

Text-Audio-Vision Benchmark Level 3

65Pass@1 Accuracy

3

Feb 26, 2026

Text-Audio-Vision Benchmark Level 2

86Pass@1 Accuracy

3

Feb 26, 2026

Text-Audio-Vision Benchmark Level 1

92Pass@1 Accuracy

3

Feb 26, 2026

58.6F-P Score

3

Feb 26, 2026

54Accuracy

3

Feb 26, 2026

62.8Accuracy

3

Feb 26, 2026

Overall Reasoning Suite

63.43Average Accuracy

2

Jun 23, 2026

81.83Accuracy

2

Jun 23, 2026

56.28Accuracy

2

Jun 23, 2026

70.72Accuracy

2

Jun 23, 2026

54Accuracy

2

Jun 23, 2026

Real-world audio-visual video (evaluation)

18.55BLEU-1

2

Mar 10, 2026

Page 10 of 10

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