| Paper | Code | Val | ModelName | ReleaseDate |
|---|---|---|---|---|
| DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition | ✓ Link | 98.15 | DirecFormer | 2022-03-19 |
| PAN: Towards Fast Action Recognition via Learning Persistence of Appearance | ✓ Link | 97.4 | PAN ResNet101 (RGB only, no Flow) | 2020-08-08 |
| LIGAR: Lightweight General-purpose Action Recognition | ✓ Link | 95.56 | X3D MobileNet-V3 LGD-GC | 2021-08-30 |