Attribution Faithfulness on CUB-200
1.41InfidelityUSU-IWMR
Evaluation results
| Method | Links | |
|---|---|---|
| USU-IWMRModel=ResNet502026.03 | 1.41 | |
| USUModel=ResNet502026.03 | 1.52 | |
| USU-IWMRModel=VGG162026.03 | 1.7 | |
| USUModel=VGG162026.03 | 1.82 | |
| BilinearModel=ViT-B-162026.03 | 1.83 | |
| BicubicModel=ViT-B-162026.03 | 2.05 | |
| LanczosModel=ViT-B-162026.03 | 2.14 | |
| USUModel=ViT-B-162026.03 | 5.08 | |
| BilinearModel=VGG162026.03 | 5.44 | |
| USU-IWMRModel=ViT-B-162026.03 | 5.61 | |
| BicubicModel=VGG162026.03 | 6.12 | |
| LanczosModel=VGG162026.03 | 6.38 | |
| BilinearModel=ResNet502026.03 | 8.46 | |
| BicubicModel=ResNet502026.03 | 9.32 | |
| LanczosModel=ResNet502026.03 | 9.68 |