Action Recognition on EK100
72.5Verb Top-1 AccCAST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CASTGFLOPs/View=3912023.11 | 72.5 | 60.9 | 49.3 | |
| CASTGFLOPs/View=3912025.03 | 72.5 | 60.9 | 49.3 | |
| MeMVITGFLOPs/View=592023.11 | 70.6 | 58.5 | 46.2 | |
| MeMVITGFLOPs/View=592025.03 | 70.6 | 58.5 | 46.2 | |
| VideoMAEGFLOPs/View=1802023.11 | 70.5 | 51.4 | 41.7 | |
| VideoMAE-BGFLOPs/View=180, Parameter-efficient tuning with adapters=true2025.03 | 70.5 | 51.4 | 41.7 | |
| OMNIVORE2023.11 | 69.5 | 61.7 | 49.9 | |
| OMNIVORE2025.03 | 69.5 | 61.7 | 49.9 | |
| ORVIT MF2023.11 | 68.4 | 58.7 | 45.7 | |
| ORVIT MF2025.03 | 68.4 | 58.7 | 45.7 | |
| MTV-HRGFLOPs/View=9302023.11 | 68 | 63.1 | 48.6 | |
| MTV-HRGFLOPs/View=9302025.03 | 68 | 63.1 | 48.6 | |
| ST-AdapterGFLOPs/View=6072023.11 | 67.6 | 55 | — | |
| ST-AdapterGFLOPs/View=6072025.03 | 67.6 | 55 | — | |
| MFormerGFLOPs/View=11852023.11 | 67.1 | 57.6 | 44.1 | |
| MFormer-HRGFLOPs/View=11852025.03 | 67.1 | 57.6 | 44.1 | |
| ViViT FEGFLOPs/View=9902023.11 | 66.4 | 56.8 | 44 | |
| VIVIT FEGFLOPs/View=9902025.03 | 66.4 | 56.8 | 44 | |
| AIMGFLOPs/View=4042023.11 | 64.8 | 55.5 | 41.3 | |
| MBTGFLOPs/View=9362023.11 | 64.8 | 58 | 43.4 | |
| AIMGFLOPs/View=404, Parameter-efficient tuning with adapters=true2025.03 | 64.8 | 55.5 | 41.3 | |
| MBTGFLOPs/View=9362025.03 | 64.8 | 58 | 43.4 | |
| CLIPGFLOPs/View=1402023.11 | 54.9 | 52.7 | 33.8 | |
| CLIPGFLOPs/View=140, Parameter-efficient tuning with adapters=true2025.03 | 54.9 | 52.7 | 33.8 |