Image Attribution on ImageNet n=1000 (val)
37.74Ins-Del|absReveal-IG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Reveal-IGArchitecture=ViT-B/162026.06 | 37.74 | 49.51 | 0.0808 | |
| Blur-IGArchitecture=ViT-B/162026.06 | 36.58 | 26.89 | 0.0113 | |
| SmoothGradArchitecture=ViT-B/162026.06 | 32.63 | 5.26 | -0.0059 | |
| IDGArchitecture=ViT-B/162026.06 | 28 | 26.04 | 0.0246 | |
| Guided IGArchitecture=ViT-B/162026.06 | 22.49 | 24.26 | 0.0335 | |
| Blur-IGArchitecture=ResNet-502026.06 | 19.87 | 8.47 | 0.0032 | |
| Reveal-IGArchitecture=ResNet-502026.06 | 19.6 | 23.43 | 0.0802 | |
| IDGArchitecture=ResNet-502026.06 | 17.72 | 10.03 | 0.021 | |
| SmoothGradArchitecture=ResNet-502026.06 | 16.52 | 1.95 | -0.0014 | |
| IGArchitecture=ViT-B/162026.06 | 16.41 | 20.9 | 0.0226 | |
| ExpGradArchitecture=ViT-B/162026.06 | 14.93 | 19.8 | 0.0138 | |
| Guided IGArchitecture=ResNet-502026.06 | 13.29 | 10.43 | 0.0358 | |
| ExpGradArchitecture=ResNet-502026.06 | 8.49 | 8.58 | 0.0137 | |
| IGArchitecture=ResNet-502026.06 | 7.98 | 7.6 | 0.0203 | |
| Vanilla GradArchitecture=ViT-B/162026.06 | 7.25 | 2.13 | -0.0025 | |
| Vanilla GradArchitecture=ResNet-502026.06 | 2.06 | 0.42 | -0.0036 |