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ResearchFormerly WizWand

Image Immunization on StableDiffusion 1.4 (test)

16.84PSNRPGE
14.479215.092115.70516.3179Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PGEEnhancement=None2025.1216.840.41530.43690.08990.7234
MISTEnhancement=None2025.1216.40.42890.41480.08610.6927
MIST2025.1216.140.39940.43110.07950.6829
PGE + FDMEnhancement=FDM2025.1216.070.39410.44970.07270.7065
ACEEnhancement=None2025.1216.050.37810.41560.08910.6849
PGE2025.1216.020.3910.46580.08180.7126
PGDEnhancement=None2025.1215.760.37810.46580.07620.7029
SAEnhancement=None2025.1215.690.3570.48230.07310.6983
MIST + TDAEEnhancement=TDAE2025.1215.530.40250.43010.07830.6824
ACE2025.1215.480.34030.44830.0730.6722
MIST + TDAEenhancement=TDAE2025.1215.460.36980.46820.06070.6657
PGD2025.1215.340.3170.49890.0690.676
PGE + FDMenhancement=FDM2025.1215.240.35370.49140.06170.6973
SA2025.1215.210.26840.52850.05860.6551
SA + TDAEEnhancement=TDAE2025.1215.040.34820.48930.06470.688
ACE + TDAEEnhancement=TDAE2025.1215.010.34210.44180.06920.6684
PGD + TDAEEnhancement=TDAE2025.1214.920.35170.4930.06720.6896
SA + TDAEenhancement=TDAE2025.1214.720.25560.54930.05050.6476
PGD + TDAEenhancement=TDAE2025.1214.70.25940.55040.05790.6541
ACE + TDAEenhancement=TDAE2025.1214.570.28130.48610.05320.6582