Metric: mAP@0.5 (higher is better)
| # | Model↕ | mAP@0.5▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AU-Action | 66.3 | No | - | - | Code |
| 2 | HR-Pro | 37.3 | No | HR-Pro: Point-supervised Temporal Action Localiz... | 2023-08-24 | Code |
| 3 | LACP | 33.9 | No | Learning Action Completeness from Points for Wea... | 2021-08-11 | Code |
| 4 | Li et al. | 28.8 | No | Temporal Action Segmentation from Timestamp Supe... | 2021-03-11 | Code |
| 5 | Ju et al. | 21.9 | No | Point-Level Temporal Action Localization: Bridgi... | 2020-12-15 | - |
| 6 | SF-Net | 19.3 | No | SF-Net: Single-Frame Supervision for Temporal Ac... | 2020-03-15 | Code |