Backdoor Detection on GTSRB BppAttack (test)
0.9967AUCARCGEN
Evaluation results
| Method | Links | |
|---|---|---|
| ARCGENModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.9967 | |
| ARCGENModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 0.9963 | |
| MNTDModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.986 | |
| MNTDModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 0.98 | |
| ARCGENModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.9352 | |
| ULPsModel Architecture=SENet18, Architecture Visibility=Given2025.12 | 0.9232 | |
| MNTDModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.8771 | |
| ULPsModel Architecture=ResNet18, Architecture Visibility=Given2025.12 | 0.8436 | |
| ARCGENModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.7664 | |
| ARCGENModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.736 | |
| MNTDModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.7137 | |
| MNTDModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.5885 | |
| ULPsModel Architecture=ShuffleNetV2, Architecture Visibility=Unseen2025.12 | 0.5777 | |
| ULPsModel Architecture=MobileNetV2, Architecture Visibility=Unseen2025.12 | 0.5032 | |
| ULPsModel Architecture=EfficientNetB0, Architecture Visibility=Unseen2025.12 | 0.3423 |