Uncertainty-aware Score Distribution Learning for Action Quality Assessment

Open paper
Benchmark Model Rank Results
action-quality-assessment-on-aqa-7USDL#4Spearman Correlation: 81.02%RL2(*100): 2.57
action-quality-assessment-on-aqa-7I3D+MLP#6Spearman Correlation: 74.72%
action-quality-assessment-on-mtl-aqaMUSDL(w/ DD)#11Spearman Correlation: 92.73RL2(*100): 0.451
action-quality-assessment-on-mtl-aqaUSDL(w/ DD)#12Spearman Correlation: 92.31RL2(*100): 0.468
action-quality-assessment-on-mtl-aqaMUSDL#15Spearman Correlation: 91.58RL2(*100): 0.654
action-quality-assessment-on-mtl-aqaUSDL#16Spearman Correlation: 90.66RL2(*100): 0.609
action-quality-assessment-on-mtl-aqaI3D+MLP#19Spearman Correlation: 89.21

Rank counts only results with a code link.