Feature Attribution on Mini-ImageNet 500 randomly sampled images (val)
42.98DiffID ScoreDiffIG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DiffIGBackbone=VGG162026.06 | 42.98 | 60.37 | 17.39 | |
| AGIBackbone=VGG162026.06 | 42.28 | 56.95 | 14.66 | |
| AGIBackbone=Inception V12026.06 | 35.79 | 57.14 | 21.35 | |
| DiffIGBackbone=Inception V12026.06 | 35.78 | 62.85 | 27.07 | |
| GIGBackbone=VGG162026.06 | 32.22 | 48.03 | 15.81 | |
| IGBackbone=VGG162026.06 | 31.58 | 47.86 | 16.28 | |
| DiffIGBackbone=ResNet182026.06 | 31.26 | 57.47 | 26.21 | |
| MIGBackbone=VGG162026.06 | 31.06 | 46.6 | 15.54 | |
| MIGBackbone=Inception V12026.06 | 30.57 | 51.62 | 21.05 | |
| IGBackbone=Inception V12026.06 | 29.75 | 51.68 | 21.94 | |
| AGIBackbone=ResNet182026.06 | 29.49 | 50.18 | 20.68 | |
| GIGBackbone=Inception V12026.06 | 28.61 | 51.52 | 22.91 | |
| SPIBackbone=Inception V12026.06 | 28.31 | 51.12 | 22.81 | |
| SPIBackbone=VGG162026.06 | 27.63 | 44.63 | 17 | |
| IG2Backbone=Inception V12026.06 | 24.46 | 44.23 | 19.77 | |
| EIGBackbone=VGG162026.06 | 23.85 | 43.74 | 19.88 | |
| SPIBackbone=ResNet182026.06 | 23.25 | 44.91 | 21.65 | |
| EIGBackbone=Inception V12026.06 | 23.12 | 47.95 | 24.83 | |
| IG2Backbone=VGG162026.06 | 22.51 | 40.91 | 18.4 | |
| MIGBackbone=ResNet182026.06 | 22.27 | 43.98 | 21.71 | |
| IGBackbone=ResNet182026.06 | 21.47 | 45.22 | 23.75 | |
| GIGBackbone=ResNet182026.06 | 18.96 | 43.69 | 24.74 | |
| IG2Backbone=ResNet182026.06 | 15.05 | 38.58 | 23.53 | |
| EIGBackbone=ResNet182026.06 | 14.8 | 41.66 | 26.86 |