Image Recognition on ImageNet 1K (val)
79.47CDATBT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TBTBackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 0.09 | 4.59 | — | — | |
| ProflipBackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 0.08 | 4.59 | — | — | |
| DBIABackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 0.08 | 4.59 | — | — | |
| BAVTBackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 0.02 | 4.59 | — | — | |
| DBAVTBackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 0.05 | 4.59 | — | — | |
| TrojViTBackbone=DeiT-small, Model State=Clean2022.08 | 79.47 | 31.23 | 4.59 | — | — | |
| TrojViTBackbone=DeiT-small, Model State=Backdoored2022.08 | 79.19 | 99.96 | 4.59 | 213 | 880 | |
| DBIABackbone=DeiT-small, Model State=Backdoored2022.08 | 78.32 | 87.38 | 4.59 | — | — | |
| BAVTBackbone=DeiT-small, Model State=Backdoored2022.08 | 77.78 | 61.4 | 4.59 | — | — | |
| DBAVTBackbone=DeiT-small, Model State=Backdoored2022.08 | 77.48 | 88.53 | 4.59 | — | — | |
| ProflipBackbone=DeiT-small, Model State=Backdoored2022.08 | 70.54 | 95.87 | 4.59 | 320 | 1,380 | |
| TBTBackbone=DeiT-small, Model State=Backdoored2022.08 | 68.96 | 94.69 | 4.59 | 384 | 1,650 |