Action Quality Assessment On Aqa 7
Metrics
Spearman Correlation
Results
Performance results of various models on this benchmark
Model Name | Spearman Correlation | Paper Title | Repository |
|---|---|---|---|
| All-Action C3D-LSTM | 64.78% | Action Quality Assessment Across Multiple Actions | |
| USDL | 81.02% | Uncertainty-aware Score Distribution Learning for Action Quality Assessment | |
| DAE-MLP | 82.58% | Auto-Encoding Score Distribution Regression for Action Quality Assessment | |
| Single-Action C3D-LSTM | 61.65% | Action Quality Assessment Across Multiple Actions | |
| I3D+MLP | 76.01% | Group-aware Contrastive Regression for Action Quality Assessment | |
| DAE-CoRe | 85.20% | Auto-Encoding Score Distribution Regression for Action Quality Assessment | |
| I3D+MLP | 74.72% | Uncertainty-aware Score Distribution Learning for Action Quality Assessment | |
| Single-Action C3D-SVR | 69.37% | Action Quality Assessment Across Multiple Actions | |
| CoRe | 84.01% | Group-aware Contrastive Regression for Action Quality Assessment |
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