Action Localization on EPIC-KITCHENS-100
Metric: Avg mAP (0.1-0.5) (higher is better)
Metric: Avg mAP (0.1-0.5) (higher is better)
| # | Model↕ | Avg mAP (0.1-0.5)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AdaTAD (verb, VideoMAE-L) | 29.3 | No | End-to-End Temporal Action Detection with 1B Par... | 2023-11-28 | Code |
| 2 | TriDet (verb) | 25.4 | No | TriDet: Temporal Action Detection with Relative ... | 2023-03-13 | Code |
| 3 | TemporalMaxer (verb) | 24.5 | No | TemporalMaxer: Maximize Temporal Context with on... | 2023-03-16 | Code |
| 4 | ActionFormer (verb) | 23.5 | No | ActionFormer: Localizing Moments of Actions with... | 2022-02-16 | Code |
| 5 | G-TAD (verb) | 9.4 | No | G-TAD: Sub-Graph Localization for Temporal Actio... | 2019-11-26 | Code |
| 6 | BMN (verb) | 8.4 | No | BMN: Boundary-Matching Network for Temporal Acti... | 2019-07-23 | Code |