Backdoor Detection on Backdoor Attack Targets ObjRep, FixImg, Patch, Style
92.12F1 Score (ObjRep)BlackMirror
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BlackMirror2026.03 | 92.12 | 80 | 90.57 | 88.31 | 89.46 | |
| CLIP+Region2026.03 | 81.18 | 76.88 | 66.67 | 50.8 | 71.12 | |
| Qwen-VL2026.03 | 77.85 | 75.92 | 54.44 | 56.89 | 69.32 | |
| CLIP2026.03 | 73.8 | 50 | 51.71 | 65.55 | — |