Image Classification on CIFAR-10 (ACC and ASR)
84.92ACCHPE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HPEPre-train Dataset=STL-102026.02 | 84.92 | 98.96 | |
| BenignPre-train Dataset=STL-102026.02 | 84.81 | — | |
| BadEncoderPre-train Dataset=STL-102026.02 | 82.62 | 70.31 | |
| BASSLPre-train Dataset=STL-102026.02 | 81.46 | 52.31 | |
| EmInspectorPre-train Dataset=STL-102026.02 | 81.12 | 88.34 | |
| HPEPre-train Dataset=CIFAR-1002026.02 | 80.71 | 97.92 | |
| BenignPre-train Dataset=CIFAR-1002026.02 | 80.41 | — | |
| BADFSSPre-train Dataset=STL-102026.02 | 80.34 | 60.79 | |
| CTRLPre-train Dataset=STL-102026.02 | 79.82 | 51.94 | |
| BadEncoderPre-train Dataset=CIFAR-1002026.02 | 78.84 | 78.39 | |
| EmInspectorPre-train Dataset=CIFAR-1002026.02 | 78.65 | 84.32 | |
| CTRLPre-train Dataset=CIFAR-1002026.02 | 77.52 | 68.23 | |
| BASSLPre-train Dataset=CIFAR-1002026.02 | 76.34 | 47.22 | |
| BADFSSPre-train Dataset=CIFAR-1002026.02 | 74.64 | 73.62 |