Visual Explanation Evaluation on FishVista (test)
12.9DeletionLayer-CAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Layer-CAMBackbone=DINOv22025.01 | 12.9 | 21.5 | 27.8 | |
| Grad-CAMBackbone=DINOv22025.01 | 13.2 | 20.6 | 27 | |
| Layer-CAM + FinerBackbone=DINOv22025.01 | 13.4 | 22 | 28.8 | |
| Grad-CAM + FinerBackbone=DINOv22025.01 | 13.5 | 22.4 | 29 | |
| Score-CAMBackbone=DINOv22025.01 | 15.4 | 15.9 | 21 | |
| Score-CAM + FinerBackbone=DINOv22025.01 | 15.9 | 17.3 | 22.9 |