Backdoor Attack on ImageNet 10 scratch (test)
86.2BA (DCB)w/o Registry
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| w/o RegistryUpstream Generator=LDM, Downstream Classifier=ResNet-34, Training Protocol=Train-from-scratch2025.12 | 86.2 | — | — | — | |
| U-COMBATUpstream Generator=LDM, Downstream Classifier=ResNet-34, Training Protocol=Train-from-scratch2025.12 | 85.6 | 80.6 | 74.5 | 51.6 | |
| SIGUpstream Generator=LDM, Downstream Classifier=ResNet-34, Training Protocol=Train-from-scratch2025.12 | 84.4 | 82.8 | 75.6 | 66.8 |