Image Classification on Facescrub (inference)
86.69AccuracyNo_defense
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| No_defenseBackbone=VGG112025.03 | 86.69 | 0.0011 | 0.0014 | |
| BottleneckBackbone=VGG112025.03 | 85.12 | 0.0025 | 0.0027 | |
| Bottleneck+CEMBackbone=VGG112025.03 | 85 | 0.0035 | 0.0037 | |
| DistCorr+CEMBackbone=VGG112025.03 | 83.78 | 0.0047 | 0.0074 | |
| DistCorrBackbone=VGG112025.03 | 83.42 | 0.0038 | 0.0041 | |
| Noise_NopeekBackbone=VGG112025.03 | 82.06 | 0.0052 | 0.0056 | |
| Noise_Nopeek+CEMBackbone=VGG112025.03 | 81.96 | 0.0075 | 0.009 | |
| Noise_ARL+CEMBackbone=VGG112025.03 | 80.33 | 0.0211 | 0.0231 | |
| Noise_ARLBackbone=VGG112025.03 | 80.14 | 0.0155 | 0.0158 | |
| PATROL+CEMBackbone=VGG112025.03 | 79.88 | 0.0185 | 0.0192 | |
| ResSFLBackbone=VGG112025.03 | 79.6 | 0.0112 | 0.0142 | |
| ResSFL+CEMBackbone=VGG112025.03 | 79.54 | 0.0148 | 0.0161 | |
| DropoutBackbone=VGG112025.03 | 79.3 | 0.0052 | 0.0057 | |
| Dropout+CEMBackbone=VGG112025.03 | 79.19 | 0.0074 | 0.0081 | |
| PATROLBackbone=VGG112025.03 | 79.18 | 0.0118 | 0.0137 |