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ResearchFormerly WizWand

Text-to-Image Generation on Webster 500 Memorized Prompts 2023 v1.4 (430 with available target images)

0.6364SSCD (Target)No mitigation
0.135120.265260.39540.52554Feb 24, 2026
Updated 8mo ago

Evaluation results

MethodLinks
No mitigationDiffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.63640.4910.095642.14470.3129
No mitigationModel=Realistic Vision, Sampler=DDIM2026.020.58390.49010.086536.54990.3183
RADS (without constraint)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling, Constraint=None2026.020.49980.34490.078636.35430.301
Ren et al.Model=Realistic Vision, Sampler=DDIM2026.020.43180.2950.082634.81260.3014
Wen et al. (2024)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.41870.21320.061331.78250.3056
Hintersdorf et al. (2024)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.41490.25340.057332.49770.3119
Hintersdorf et al.Model=Realistic Vision, Sampler=DDIM2026.020.40350.31540.051429.40910.3175
Wen et al.Model=Realistic Vision, Sampler=DDIM2026.020.38270.21360.059628.20420.3107
Ren et al. (2024)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.37810.23320.069532.76310.294
RADS (Ours)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.23030.15530.040931.56780.2917
RADSModel=Realistic Vision, Sampler=DDIM2026.020.19920.18340.036433.01280.2727
Jain et al. (2025)Diffusion Model=SD v1.4, Denoising Sampler=DDIM Sampling2026.020.18160.0620.272463.97650.2266
Jain et al.Model=Realistic Vision, Sampler=DDIM2026.020.15440.04890.319984.86580.2139