Temporal Action Detection on ActivityNet (val)
39.83mAPUniMD+Sync.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMD+Sync.Feature=InternVideo2024.04 | 39.83 | 60.29 | |
| PRNFeature=CSN2024.04 | 39.4 | 57.9 | |
| InternVideo (AF)Feature=InternVideo2024.04 | 39 | — | |
| UniMD+Sync.Feature=TSP2024.04 | 38.76 | 58.21 | |
| TCANetFeature=SLOWFAST2024.04 | 37.56 | 54.33 | |
| TriDetFeature=TSP2024.04 | 36.8 | 54.7 | |
| TadTRFeature=TSP2024.04 | 36.75 | 53.62 | |
| ActionFormerFeature=TSP2024.04 | 36.6 | 54.7 | |
| VSGNFeature=TSP2024.04 | 35.94 | 53.26 | |
| TSPFeature=TSP2024.04 | 35.81 | 51.26 | |
| BMN2019.12 | 33.85 | — | |
| P-GCN2019.12 | 31.11 | — | |
| Ours (BMN with Context-aware loss)Loss Function=Lseg (Context-aware loss), Baseline=BMN [2]2019.12 | 31.05 | — | |
| BMN codeSource=Reference [2]2019.12 | 30.67 | — | |
| BSN2019.12 | 30.03 | — | |
| Lin et al.2019.12 | 29.17 | — | |
| UnLoc-LFeature=CLIP2024.04 | — | 59.3 |