Attribution Map Evaluation on ImageNet (Full)
8.14Infidelity (Infid.)Lanczos-3
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Lanczos-3Model=VGG162026.03 | 8.14 | 62 | 58 | 41 | 18 | 31 | |
| USUModel=ViT-B-162026.03 | 7.85 | 34 | 31 | 56 | 30 | 68 | |
| BicubicModel=VGG162026.03 | 7.82 | 61 | 57 | 42 | 18 | 32 | |
| NearestModel=VGG162026.03 | 7.15 | 62 | 58 | 41 | 18 | 31 | |
| USU-HybridModel=ViT-B-162026.03 | 7.02 | 35 | 32 | 58 | 30 | 70 | |
| BilinearModel=VGG162026.03 | 6.91 | 60 | 56 | 43 | 19 | 33 | |
| Lanczos-3Model=ResNet502026.03 | 5.63 | 65 | 61 | 38 | 17 | 29 | |
| BicubicModel=ResNet502026.03 | 5.41 | 64 | 60 | 39 | 17 | 30 | |
| NearestModel=ResNet502026.03 | 5.02 | 65 | 61 | 38 | 17 | 29 | |
| BilinearModel=ResNet502026.03 | 4.87 | 63 | 59 | 40 | 18 | 31 | |
| Lanczos-3Model=ViT-B-162026.03 | 2.59 | 68 | 64 | 35 | 20 | 27 | |
| BicubicModel=ViT-B-162026.03 | 2.48 | 67 | 63 | 36 | 20 | 28 | |
| USUModel=ResNet502026.03 | 2.45 | 31 | 28 | 59 | 30 | 70 | |
| NearestModel=ViT-B-162026.03 | 2.31 | 68 | 64 | 35 | 20 | 27 | |
| USU-HybridModel=ResNet502026.03 | 2.21 | 32 | 29 | 61 | 29 | 72 | |
| BilinearModel=ViT-B-162026.03 | 2.19 | 66 | 62 | 37 | 20 | 29 | |
| USUModel=VGG162026.03 | 1.27 | 27 | 23 | 61 | 34 | 73 | |
| USU-HybridModel=VGG162026.03 | 1.13 | 29 | 26 | 65 | 30 | 74 |