Metric: Video-mAP 0.5 (higher is better)
| # | Model↕ | Video-mAP 0.5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Two-in-one Two Stream | 96.52 | No | Dance with Flow: Two-in-One Stream Action Detect... | 2019-04-01 | Code |
| 2 | TS R-CNN | 94.82 | No | - | - | - |
| 3 | MR-TS R-CNN | 94.67 | No | - | - | - |
| 4 | DTS | 93.8 | No | Finding Action Tubes with a Sparse-to-Dense Fram... | 2020-08-30 | - |
| 5 | Two-in-one | 92.74 | No | Dance with Flow: Two-in-One Stream Action Detect... | 2019-04-01 | Code |
| 6 | Action Tubes | 75.8 | No | Finding Action Tubes | 2014-11-21 | Code |