Object Recognition Faithfulness on ImageNet ILSVRC 2012 (val)
31.5Avg DropScore-CAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Score-CAMMuted Pixels=50%, Base Model=VGG-162019.10 | 31.5 | 30.6 | |
| Grad-CAM++Muted Pixels=50%, Base Model=VGG-162019.10 | 45.5 | 18.9 | |
| RISEMuted Pixels=50%, Base Model=VGG-162019.10 | 47 | 14 | |
| Grad-CAMMuted Pixels=50%, Base Model=VGG-162019.10 | 47.8 | 19.6 | |
| MaskMuted Pixels=50%, Base Model=VGG-162019.10 | 63.5 | 5.29 |