Image Classification on Average across 11 Datasets
87.4Avg ACCPS-CBM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PS-CBMBackbone=CLIP ViT-L/142025.11 | 87.4 | 497 | 66.4 | |
| VLG-CBMBackbone=CLIP ViT-L/142025.11 | 86.4 | 739 | 64.7 | |
| DN-CBMBackbone=CLIP ViT-L/142025.11 | 86.1 | 6,144 | 58.1 | |
| LaBoBackbone=CLIP ViT-L/142025.11 | 85.6 | 8,241 | 58.8 | |
| V2C-CBMBackbone=CLIP ViT-L/142025.11 | 85.3 | 8,009 | 58.7 | |
| DCBMBackbone=CLIP ViT-L/142025.11 | 84 | 2,048 | 58.6 | |
| LM4CVBackbone=CLIP ViT-L/142025.11 | 83.5 | 824 | 62.5 | |
| LF-CBMBackbone=CLIP ViT-L/142025.11 | 83 | 787 | 62.4 | |
| Res-CBMBackbone=CLIP ViT-L/142025.11 | 82.7 | 282 | 62.6 |