| Paper | Code | mAP@0.1:0.7 | mAP@0.5 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union Learning | ✓ Link | 76.9 | 66.3 | AU-Action | 2023-10-22 |
| HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation | ✓ Link | 47.3 | 37.3 | HR-Pro | 2023-08-24 |
| Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization | ✓ Link | 43.5 | 33.9 | LACP | 2021-08-11 |
| Temporal Action Segmentation from Timestamp Supervision | ✓ Link | 36.4 | 28.8 | Li et al. | 2021-03-11 |
| Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses | 33.7 | 21.9 | Ju et al. | 2020-12-15 | |
| SF-Net: Single-Frame Supervision for Temporal Action Localization | ✓ Link | 31.0 | 19.3 | SF-Net | 2020-03-15 |