Image Classification on Places (test)
53.5AccuracyDN-CBM
Evaluation results
| Method | Links | |
|---|---|---|
| DN-CBMBackbone=CLIP ResNet-502025.10 | 53.5 | |
| Linear ProbeBackbone=CLIP ResNet-50, Evaluation Protocol=Linear Probe2025.10 | 53.4 | |
| CDMBackbone=CLIP ResNet-502025.10 | 52.7 | |
| SALF-CBMBackbone=CLIP ResNet-50, Sparsity=false2025.10 | 49.38 | |
| DCBM-MASKRCNNBackbone=CLIP ResNet-502025.10 | 48.2 | |
| SEG-MIL-CBMBackbone=CLIP ResNet-502025.10 | 48.05 | |
| DCBM-SAM2Backbone=CLIP ResNet-502025.10 | 48 | |
| DCBM-GDINOBackbone=CLIP ResNet-502025.10 | 47.8 | |
| Label-Free-CBMBackbone=CLIP ResNet-502025.10 | 46.8 | |
| SALF-CBM (Sparse)Backbone=CLIP ResNet-50, Sparsity=true2025.10 | 46.73 | |
| Zero ShotBackbone=CLIP ResNet-50, Evaluation Protocol=Zero Shot2025.10 | 37.9 | |
| DCLIPBackbone=CLIP ResNet-502025.10 | 37.9 |