Image Immunization on SD14 to SD3 Cross-model transfer
21.98PSNRMIST
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIST2025.12 | 21.98 | 0.6473 | 0.3345 | 0.2449 | 0.8523 | |
| MIST + TDAEenhancement=TDAE2025.12 | 21.31 | 0.6394 | 0.347 | 0.2267 | 0.8455 | |
| ACE2025.12 | 21.24 | 0.6305 | 0.3554 | 0.2365 | 0.8428 | |
| PGD2025.12 | 21.22 | 0.6636 | 0.3318 | 0.2564 | 0.844 | |
| SA2025.12 | 20.9 | 0.6314 | 0.3634 | 0.2339 | 0.834 | |
| PGE2025.12 | 20.72 | 0.652 | 0.3258 | 0.2392 | 0.8377 | |
| ACE + TDAEenhancement=TDAE2025.12 | 20.27 | 0.6118 | 0.3692 | 0.2197 | 0.8293 | |
| PGD + TDAEenhancement=TDAE2025.12 | 20.04 | 0.6467 | 0.3483 | 0.2412 | 0.837 | |
| PGE + FDMenhancement=FDM2025.12 | 19.94 | 0.6287 | 0.3401 | 0.2266 | 0.8215 | |
| SA + TDAEenhancement=TDAE2025.12 | 19.86 | 0.6199 | 0.3789 | 0.2231 | 0.8208 | |
| PGEEnhancement=None2025.12 | 16.63 | 0.4185 | 0.4434 | 0.0891 | 0.7246 | |
| PGDEnhancement=None2025.12 | 16.25 | 0.3821 | 0.4622 | 0.0741 | 0.7045 | |
| PGEEnhancement=FDM2025.12 | 15.92 | 0.3959 | 0.4617 | 0.0819 | 0.7093 | |
| SAEnhancement=None2025.12 | 15.75 | 0.3628 | 0.476 | 0.0769 | 0.7004 | |
| PGDEnhancement=TDAE2025.12 | 15.54 | 0.3697 | 0.4806 | 0.0689 | 0.6903 | |
| SAEnhancement=TDAE2025.12 | 15 | 0.3413 | 0.4899 | 0.0706 | 0.6856 |