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ResearchFormerly WizWand

Concept Restoration on I2P Successful Generations

49.67Aesthetic ScoreBEAP
-1.986811.424124.83538.2459May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BEAPUnlearned Diffusion Model=SPM, Attack Method=BEAP2026.0549.6738.84
BEAP (w/o EG)Unlearned Diffusion Model=SPM, Attack Method=BEAP (w/o EG)2026.0549.5542.53
BEAPUnlearned Diffusion Model=ESD, Attack Method=BEAP2026.0549.4341.87
BEAP (w/o EG)Unlearned Diffusion Model=ESD, Attack Method=BEAP (w/o EG)2026.054943
BEAPUnlearned Diffusion Model=Receler, Attack Method=BEAP2026.0548.7443.9
BEAP (w/o EG)Unlearned Diffusion Model=Receler, Attack Method=BEAP (w/o EG)2026.0548.5843.47
BEAPUnlearned Diffusion Model=MACE, Attack Method=BEAP2026.0547.5940.51
SD 1.4Unlearned Diffusion Model=None (Original), Attack Method=None2026.0547.1143.73
BEAP (w/o EG)Unlearned Diffusion Model=MACE, Attack Method=BEAP (w/o EG)2026.0547.0843.24
ESD (w/o Att.)Unlearned Diffusion Model=ESD, Attack Method=None2026.054642
Receler (w/o Att.)Unlearned Diffusion Model=Receler, Attack Method=None2026.0545.5938.51
SPM (w/o Att.)Unlearned Diffusion Model=SPM, Attack Method=None2026.0544.9847.07
BEAPUnlearned Diffusion Model=UCE, Attack Method=BEAP2026.0544.540.01
BEAP (w/o EG)Unlearned Diffusion Model=UCE, Attack Method=BEAP (w/o EG)2026.054345
MACE (w/o Att.)Unlearned Diffusion Model=MACE, Attack Method=None2026.0537.9527.34
UCE (w/o Att.)Unlearned Diffusion Model=UCE, Attack Method=None2026.0500
Ring-a-BellUnlearned Diffusion Model=UCE, Attack Method=Ring-a-Bell2026.0500
Ring-a-BellUnlearned Diffusion Model=ESD, Attack Method=Ring-a-Bell2026.0500
Ring-a-BellUnlearned Diffusion Model=MACE, Attack Method=Ring-a-Bell2026.0500
Ring-a-BellUnlearned Diffusion Model=SPM, Attack Method=Ring-a-Bell2026.0500
Ring-a-BellUnlearned Diffusion Model=Receler, Attack Method=Ring-a-Bell2026.0500