Backdoor Detoxification on MS-COCO PersonalBKD_dream
36.01FID (Clean)TNC-Detox
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TNC-Detoxvariant=full2026.02 | 36.01 | 35.11 | 2 | |
| TNC-Detoxvariant=all-step2026.02 | 45.69 | 37.88 | 23.8 | |
| TNC-Detoxvariant=naive2026.02 | 61.33 | 39.35 | 39.6 | |
| REFACTdetoxification_method=baseline2026.02 | 141.09 | 54.75 | 81.7 | |
| UCEdetoxification_method=baseline2026.02 | 159.21 | 73.27 | 91.4 | |
| Backdoored_modelstatus=baseline (no detoxification)2026.02 | 179.13 | 54.8 | 92.9 |