Metric: Accuracy (RGB+pose) (higher is better)
| # | Model↕ | Accuracy (RGB+pose)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Potion | 90.4 | No | - | - | - |
| 2 | PA3D+RPAN | 86.1 | No | - | - | - |
| 3 | I3D + Potion | 85.5 | No | - | - | - |
| 4 | I3D | 84.1 | No | Quo Vadis, Action Recognition? A New Model and t... | 2017-05-22 | Code |
| 5 | RPAN | 83.9 | No | - | - | Code |
| 6 | Chained (RGB+Flow +Pose) | 76.1 | No | Chained Multi-stream Networks Exploiting Pose, M... | 2017-04-03 | Code |
| 7 | MR Two-Sream R-CNN | 71.1 | No | - | - | - |
| 8 | PA3D | 69.5 | No | - | - | - |
| 9 | STAR-Net | 64.3 | No | STAR-Net: Action Recognition using Spatio-Tempor... | 2019-02-26 | - |
| 10 | Action Tubes | 62.5 | No | Finding Action Tubes | 2014-11-21 | Code |