Metric: mAP@0.3 (higher is better)
| # | Model↕ | mAP@0.3▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BMN | 56 | No | BMN: Boundary-Matching Network for Temporal Acti... | 2019-07-23 | Code |
| 2 | MGG UNet | 53.9 | No | Multi-granularity Generator for Temporal Action ... | 2018-11-28 | - |
| 3 | BSN | 53.5 | No | BSN: Boundary Sensitive Network for Temporal Act... | 2018-06-08 | Code |
| 4 | SSN | 51.9 | No | Temporal Action Detection with Structured Segmen... | 2017-04-20 | Code |
| 5 | Two-stream R-C3D (Sum) + OHEM | 51.2 | No | Two-Stream Region Convolutional 3D Network for T... | 2019-06-05 | - |
| 6 | Single-stream R-C3D + OHEM | 51.1 | No | Two-Stream Region Convolutional 3D Network for T... | 2019-06-05 | - |
| 7 | TURN | 46.3 | No | TURN TAP: Temporal Unit Regression Network for T... | 2017-03-17 | Code |
| 8 | Single-stream R-C3D (two-way buffer) | 44.8 | No | R-C3D: Region Convolutional 3D Network for Tempo... | 2017-03-22 | Code |
| 9 | Single-stream R-C3D (one-way buffer) | 42.8 | No | R-C3D: Region Convolutional 3D Network for Tempo... | 2017-03-22 | Code |
| 10 | Shou et. al. | 36.3 | No | Temporal Action Localization in Untrimmed Videos... | 2016-01-09 | Code |
| 11 | Yeung et. al. | 36 | No | End-to-end Learning of Action Detection from Fra... | 2015-11-22 | Code |