Attribution Faithfulness on ImageNet (Infidelity Metric)
1.14InfidelityUSU
Evaluation results
| Method | Links | |
|---|---|---|
| USUModel=VGG162026.03 | 1.14 | |
| USU-IWMRModel=VGG162026.03 | 1.28 | |
| BilinearModel=ViT-B-162026.03 | 2.19 | |
| USUModel=ResNet502026.03 | 2.21 | |
| USU-IWMRModel=ResNet502026.03 | 2.45 | |
| BicubicModel=ViT-B-162026.03 | 2.48 | |
| LanczosModel=ViT-B-162026.03 | 2.59 | |
| BilinearModel=ResNet502026.03 | 4.87 | |
| BicubicModel=ResNet502026.03 | 5.41 | |
| LanczosModel=ResNet502026.03 | 5.63 | |
| BilinearModel=VGG162026.03 | 6.91 | |
| USUModel=ViT-B-162026.03 | 7.02 | |
| BicubicModel=VGG162026.03 | 7.82 | |
| USU-IWMRModel=ViT-B-162026.03 | 7.85 | |
| LanczosModel=VGG162026.03 | 8.14 |