Attribution on Oxford 102 Flower
32.24DiffIDSIG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SIGBackbone=VGG162026.05 | 32.24 | 38.56 | 6.31 | |
| EIGBackbone=VGG162026.05 | 32.18 | 38.6 | 6.42 | |
| IGBackbone=VGG162026.05 | 31.78 | 38.47 | 6.69 | |
| BIGBackbone=VGG162026.05 | 31.16 | 37.11 | 5.96 | |
| MIGBackbone=VGG162026.05 | 30.76 | 37.51 | 6.76 | |
| SAMPBackbone=VGG162026.05 | 28.69 | 36.38 | 7.69 | |
| SIGBackbone=InceptionV32026.05 | 28.22 | 33.16 | 4.93 | |
| G × IBackbone=VGG162026.05 | 27.84 | 35.76 | 7.91 | |
| SAMPBackbone=ResNet182026.05 | 27.51 | 34.98 | 7.47 | |
| SAMPBackbone=InceptionV32026.05 | 26.62 | 33.8 | 7.18 | |
| BIGBackbone=ResNet182026.05 | 26.29 | 31.31 | 5.02 | |
| GIGBackbone=InceptionV32026.05 | 26.11 | 34.13 | 8.02 | |
| GIGBackbone=VGG162026.05 | 25.87 | 34.49 | 8.62 | |
| BIGBackbone=InceptionV32026.05 | 25.56 | 31.4 | 5.84 | |
| EIGBackbone=InceptionV32026.05 | 25.53 | 32.49 | 6.96 | |
| IGBackbone=InceptionV32026.05 | 25.51 | 32.47 | 6.96 | |
| SIGBackbone=ResNet182026.05 | 25.33 | 31.16 | 5.82 | |
| MIGBackbone=InceptionV32026.05 | 25.31 | 32.6 | 7.29 | |
| IG2Backbone=VGG162026.05 | 21.89 | 32.93 | 11.04 | |
| G × IBackbone=InceptionV32026.05 | 20 | 28.13 | 8.13 | |
| GIGBackbone=ResNet182026.05 | 18.91 | 27.2 | 8.29 | |
| EIGBackbone=ResNet182026.05 | 18.71 | 28.42 | 9.71 | |
| IGBackbone=ResNet182026.05 | 17.69 | 27.4 | 9.71 | |
| MIGBackbone=ResNet182026.05 | 17.38 | 27.29 | 9.91 | |
| AGIBackbone=VGG162026.05 | 14.09 | 26.89 | 12.8 | |
| G × IBackbone=ResNet182026.05 | 12.22 | 23.38 | 11.16 | |
| IG2Backbone=InceptionV32026.05 | 8.16 | 20.53 | 12.38 | |
| AGIBackbone=InceptionV32026.05 | 7.87 | 19.47 | 11.6 | |
| IG2Backbone=ResNet182026.05 | 1.93 | 17.13 | 15.2 | |
| AGIBackbone=ResNet182026.05 | 1.36 | 15.69 | 14.33 |