Attribution Faithfulness on CIFAR-10
1.02InfidelityLanczos
Evaluation results
| Method | Links | |
|---|---|---|
| LanczosModel=ResNet502026.03 | 1.02 | |
| USU-IWMRModel=ViT-B-162026.03 | 1.99 | |
| USUModel=ViT-B-162026.03 | 2.15 | |
| USUModel=ResNet502026.03 | 2.21 | |
| USU-IWMRModel=ResNet502026.03 | 2.38 | |
| BilinearModel=ViT-B-162026.03 | 2.57 | |
| BicubicModel=ViT-B-162026.03 | 2.89 | |
| LanczosModel=ViT-B-162026.03 | 3.01 | |
| BilinearModel=VGG162026.03 | 3.12 | |
| BicubicModel=VGG162026.03 | 3.55 | |
| LanczosModel=VGG162026.03 | 3.71 | |
| USU-IWMRModel=VGG162026.03 | 6.47 | |
| USUModel=VGG162026.03 | 7.12 | |
| BilinearModel=ResNet502026.03 | 8.95 | |
| BicubicModel=ResNet502026.03 | 9.87 |