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Image Immunization on HQ-Edit (Unseen Prompts)

9.33PSNR (dB)MIST
8.43568.66788.99.1322Dec 16, 2025

Evaluation results

MethodLinks
MISTModel attacked=HQ-Edit2025.129.330.29620.65340.04750.5869—
ACEModel attacked=HQ-Edit2025.129.320.28560.66490.04260.5845—
PGDModel attacked=HQ-Edit2025.129.30.29050.66410.04430.5848—
SDSModel attacked=HQ-Edit2025.129.290.27950.67050.0420.5839—
PGEModel attacked=HQ-Edit2025.129.290.28070.66550.04220.5826—
SAModel attacked=HQ-Edit2025.129.250.27830.6660.04220.5828—
MISTPrompt Type=Unseen Prompts2025.129.220.28350.63860.04850.580959
EDModel attacked=HQ-Edit2025.129.170.27660.66720.0420.5798—
DANPModel attacked=HQ-Edit2025.129.10.26950.68490.03890.579—
EDPrompt Type=Unseen Prompts2025.129.080.28220.63120.04990.578145
PhotoGDPrompt Type=Unseen Prompts2025.129.010.26640.64510.04350.575251
ACEPrompt Type=Unseen Prompts2025.128.990.27370.6430.04530.576458
SDSPrompt Type=Unseen Prompts2025.128.90.26130.64590.0430.572269
SAPrompt Type=Unseen Prompts2025.128.90.26240.64870.04260.571452
PhotoGEPrompt Type=Unseen Prompts2025.128.890.27720.64250.0470.574862
SIFMPrompt Type=Unseen Prompts2025.128.470.25530.65990.03740.571171