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Action Quality Assessment research benchmarks – Page 2 · SOTA2 Research

Action Quality Assessment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.764Spearman Correlation (ρ)

7

Feb 26, 2026

0.961Spearman's Rho

7

Feb 26, 2026

MTL-AQA v1 (test)

90.44Spearman Correlation

7

Feb 26, 2026

71Accuracy

6

Jun 29, 2026

UNLV Dive 16 (test)

88.08Spearman Correlation

6

Feb 26, 2026

0.95Rho (ρ)

4

Jun 30, 2026

TCM-AQA61-T Tuina

81Accuracy

2

Jun 29, 2026

TCM-AQA61-A Acupuncture

75Accuracy

2

Jun 29, 2026

RG Full Modality

0.826SRCC (Ball)

1

Feb 26, 2026

Page 2 of 2

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RG FS1000 MTL-AQA FineDiving Fis-V

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