Action Recognition on UCF-101 (ACC and CEA metrics)
90.4Accuracy (ACC)PS-CBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PS-CBMBackbone=CLIP ViT-L/142025.11 | 90.4 | 69.7 | |
| LaBoBackbone=CLIP ViT-L/142025.11 | 90.2 | 62.3 | |
| VLG-CBMBackbone=CLIP ViT-L/142025.11 | 90.2 | 67.4 | |
| Linear ProbeBackbone=CLIP ViT-L/142025.11 | 89.8 | — | |
| DN-CBMBackbone=CLIP ViT-L/142025.11 | 89.8 | 61.7 | |
| LM4CVBackbone=CLIP ViT-L/142025.11 | 89.3 | 66.8 | |
| LF-CBMBackbone=CLIP ViT-L/142025.11 | 88.4 | 64.3 | |
| V2C-CBMBackbone=CLIP ViT-L/142025.11 | 88.2 | 61 | |
| Res-CBMBackbone=CLIP ViT-L/142025.11 | 88 | 68.5 | |
| DCBMBackbone=CLIP ViT-L/142025.11 | 87.5 | 62.2 |