Image Classification on ImageNet (test) (Generic Accuracy)
76.26AccuracySALF-CBM
Evaluation results
| Method | Links | |
|---|---|---|
| SALF-CBMBackbone=CLIP ResNet-50, Sparsity=false2025.10 | 76.26 | |
| SEG-MIL-CBMBackbone=CLIP ResNet-502025.10 | 76.02 | |
| SALF-CBM (Sparse)Backbone=CLIP ResNet-50, Sparsity=true2025.10 | 75.32 | |
| Linear ProbeBackbone=CLIP ResNet-50, Evaluation Protocol=Linear Probe2025.10 | 73.3 | |
| DN-CBMBackbone=CLIP ResNet-502025.10 | 72.9 | |
| CDMBackbone=CLIP ResNet-502025.10 | 72.2 | |
| Label-Free-CBMBackbone=CLIP ResNet-502025.10 | 72 | |
| LaBoBackbone=CLIP ResNet-502025.10 | 68.9 | |
| Zero ShotBackbone=CLIP ResNet-50, Evaluation Protocol=Zero Shot2025.10 | 59.6 | |
| DCLIPBackbone=CLIP ResNet-502025.10 | 59.6 | |
| DCBM-SAM2Backbone=CLIP ResNet-502025.10 | 58.7 | |
| DCBM-GDINOBackbone=CLIP ResNet-502025.10 | 58.7 | |
| DCBM-MASKRCNNBackbone=CLIP ResNet-502025.10 | 58.7 |