Metric: RL2(*100) (higher is better)
| # | Model↕ | RL2(*100)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MUSDL | 0.654 | No | Uncertainty-aware Score Distribution Learning fo... | 2020-06-13 | Code |
| 2 | USDL | 0.609 | No | Uncertainty-aware Score Distribution Learning fo... | 2020-06-13 | Code |
| 3 | USDL(w/ DD) | 0.468 | No | Uncertainty-aware Score Distribution Learning fo... | 2020-06-13 | Code |
| 4 | I3D+MLP | 0.465 | No | Group-aware Contrastive Regression for Action Qu... | 2021-08-17 | Code |
| 5 | MUSDL(w/ DD) | 0.451 | No | Uncertainty-aware Score Distribution Learning fo... | 2020-06-13 | Code |
| 6 | I3D+MLP(w/ DD) | 0.394 | No | Group-aware Contrastive Regression for Action Qu... | 2021-08-17 | Code |
| 7 | CoRe | 0.365 | No | Group-aware Contrastive Regression for Action Qu... | 2021-08-17 | Code |
| 8 | CoRe(w/ DD) | 0.26 | No | Group-aware Contrastive Regression for Action Qu... | 2021-08-17 | Code |
| 9 | RICA^2 | 0.258 | No | RICA2: Rubric-Informed, Calibrated Assessment of... | 2024-08-04 | Code |
| 10 | FineParser | 0.241 | No | FineParser: A Fine-grained Spatio-temporal Actio... | 2024-05-11 | Code |
| 11 | RICA^2 (Deterministic) | 0.228 | No | RICA2: Rubric-Informed, Calibrated Assessment of... | 2024-08-04 | Code |