Feature Attribution on Oxford-IIIT Pet full (val)
63.68DiffIDDiffIG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DiffIGBackbone=VGG162026.06 | 63.68 | 71.28 | 7.6 | |
| DiffIGBackbone=ResNet182026.06 | 50.67 | 63 | 12.33 | |
| AGIBackbone=VGG162026.06 | 49.3 | 58.61 | 9.3 | |
| GIGBackbone=VGG162026.06 | 48.59 | 56.59 | 7.99 | |
| DiffIGBackbone=Inception V12026.06 | 48.17 | 61.12 | 12.96 | |
| IGBackbone=VGG162026.06 | 46.54 | 55.23 | 8.69 | |
| SPIBackbone=VGG162026.06 | 42.02 | 50.46 | 8.44 | |
| AGIBackbone=Inception V12026.06 | 40.92 | 51.56 | 10.64 | |
| EIGBackbone=VGG162026.06 | 39.5 | 48.98 | 9.47 | |
| MIGBackbone=VGG162026.06 | 36.81 | 47.23 | 10.41 | |
| GIGBackbone=ResNet182026.06 | 34.86 | 50.65 | 15.79 | |
| AGIBackbone=ResNet182026.06 | 32.42 | 48.79 | 16.37 | |
| IGBackbone=ResNet182026.06 | 32.13 | 48.92 | 16.79 | |
| GIGBackbone=Inception V12026.06 | 30.85 | 43.76 | 12.9 | |
| IGBackbone=Inception V12026.06 | 30.51 | 43.33 | 12.82 | |
| IG2Backbone=VGG162026.06 | 30.16 | 42.59 | 12.43 | |
| IG2Backbone=ResNet182026.06 | 27.67 | 43.85 | 16.19 | |
| SPIBackbone=ResNet182026.06 | 27.38 | 44.14 | 16.76 | |
| EIGBackbone=Inception V12026.06 | 26.98 | 41.08 | 14.1 | |
| EIGBackbone=ResNet182026.06 | 26.8 | 45.32 | 18.52 | |
| MIGBackbone=Inception V12026.06 | 26.02 | 39.63 | 13.61 | |
| MIGBackbone=ResNet182026.06 | 25.52 | 43.16 | 17.64 | |
| SPIBackbone=Inception V12026.06 | 22.92 | 37.51 | 14.59 | |
| IG2Backbone=Inception V12026.06 | 22.28 | 36.5 | 14.22 |