Metric: mAP IOU@0.5 (higher is better)
| # | Model↕ | mAP IOU@0.5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TriDet (VideoMAEv2) | 42.7 | No | Temporal Action Localization with Enhanced Insta... | 2023-09-11 | Code |
| 2 | DualDETR (I3D-rgb) | 35.18 | No | Dual DETRs for Multi-Label Temporal Action Detec... | 2024-03-31 | - |
| 3 | TriDet (I3D-rgb) | 34.3 | No | Temporal Action Localization with Enhanced Insta... | 2023-09-11 | Code |
| 4 | TemporalMaxer | 33.4 | No | TemporalMaxer: Maximize Temporal Context with on... | 2023-03-16 | Code |
| 5 | PointTAD | 24.9 | No | PointTAD: Multi-Label Temporal Action Detection ... | 2022-10-20 | Code |