Image Classification on ImageNet-1k (Accuracy and Robustness Metrics)
76.01Completeness (Accuracy)ResNet-50
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResNet-50Feature Space=pixel space2025.07 | 76.01 | — | |
| CBM (nonlin.)Feature Space=SpLiCE2025.07 | 69.02 | — | |
| CBMFeature Space=SpLiCE2025.07 | 68.59 | — | |
| NCVFeature Space=CLIP-Sim2025.07 | 67.04 | 99.94 | |
| Pixel-MACFeature Space=pixel space2025.07 | 35.06 | 99.65 |