Attribution on ImageNet 2012
37.84DiffID ScoreSIG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SIGBackbone=InceptionV32026.05 | 37.84 | 42.64 | 4.8 | |
| SIGBackbone=VGG162026.05 | 37.36 | 41.07 | 3.71 | |
| BIGBackbone=InceptionV32026.05 | 34.73 | 39.56 | 4.82 | |
| SIGBackbone=ResNet182026.05 | 34.22 | 38 | 3.78 | |
| BIGBackbone=VGG162026.05 | 32.58 | 35.49 | 2.91 | |
| BIGBackbone=ResNet182026.05 | 31.22 | 35.04 | 3.82 | |
| SAMPBackbone=InceptionV32026.05 | 30.89 | 37.51 | 6.62 | |
| IG2Backbone=VGG162026.05 | 30.47 | 35.84 | 5.38 | |
| GIGBackbone=InceptionV32026.05 | 30.27 | 37.89 | 7.62 | |
| SAMPBackbone=ResNet182026.05 | 28.8 | 32.78 | 3.98 | |
| GIGBackbone=VGG162026.05 | 28.13 | 33.02 | 4.89 | |
| SAMPBackbone=VGG162026.05 | 28.11 | 31.18 | 3.07 | |
| IG2Backbone=InceptionV32026.05 | 25.69 | 34.47 | 8.78 | |
| GIGBackbone=ResNet182026.05 | 25.07 | 31.42 | 6.36 | |
| IGBackbone=VGG162026.05 | 24.04 | 30.93 | 6.89 | |
| MIGBackbone=VGG162026.05 | 23.49 | 30.4 | 6.91 | |
| EIGBackbone=VGG162026.05 | 23.27 | 30.47 | 7.2 | |
| AGIBackbone=VGG162026.05 | 22.6 | 29.22 | 6.62 | |
| AGIBackbone=InceptionV32026.05 | 21.71 | 30.96 | 9.24 | |
| MIGBackbone=InceptionV32026.05 | 19.4 | 31.04 | 11.64 | |
| IGBackbone=InceptionV32026.05 | 19.16 | 30.73 | 11.58 | |
| EIGBackbone=InceptionV32026.05 | 19.11 | 30.91 | 11.8 | |
| G × IBackbone=VGG162026.05 | 18.82 | 27.49 | 8.67 | |
| IG2Backbone=ResNet182026.05 | 18.24 | 26.76 | 8.51 | |
| AGIBackbone=ResNet182026.05 | 16.4 | 25.53 | 9.13 | |
| MIGBackbone=ResNet182026.05 | 15.96 | 25.56 | 9.6 | |
| IGBackbone=ResNet182026.05 | 15.89 | 25.6 | 9.71 | |
| EIGBackbone=ResNet182026.05 | 15 | 25.33 | 10.33 | |
| G × IBackbone=InceptionV32026.05 | 13.8 | 27.76 | 13.96 | |
| G × IBackbone=ResNet182026.05 | 10.38 | 22.78 | 12.4 |