Backdoor Detoxification on MS-COCO BadT2I_tok
46.26FID (Clean)TNC-Detox
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TNC-Detoxvariant=full2026.02 | 46.26 | 43.52 | 0 | |
| TNC-Detoxvariant=all-step2026.02 | 51.73 | 43.15 | 43 | |
| TNC-Detoxvariant=naive2026.02 | 52.19 | 44.16 | 43.9 | |
| REFACTdetoxification_method=baseline2026.02 | 53.12 | 39.39 | 0.5 | |
| Backdoored_modelstatus=baseline (no detoxification)2026.02 | 54.41 | 39.27 | 100 | |
| UCEdetoxification_method=baseline2026.02 | 75.22 | 128.5 | 0.8 |