Backdoor Detoxification on MS-COCO BadT2I_sent
48.58FID (Clean)UCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UCEdetoxification_method=baseline2026.02 | 48.58 | 46.67 | 0.1 | |
| REFACTdetoxification_method=baseline2026.02 | 49.51 | 41.18 | 74.5 | |
| TNC-Detoxvariant=full2026.02 | 49.63 | 46.62 | 0 | |
| TNC-Detoxvariant=naive2026.02 | 54.99 | 43.84 | 54.4 | |
| Backdoored_modelstatus=baseline (no detoxification)2026.02 | 56.29 | 41.19 | 100 | |
| TNC-Detoxvariant=all-step2026.02 | 56.67 | 44.73 | 41.8 |