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ResearchFormerly WizWand

Memorization Detection on SD 2.1

0.9967AUCWen et al.
0.9318040.9486520.96550.982348May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Wen et al.Num of Seeds=8, Steps Configuration=First 3 Steps2026.050.996796.8
Broken MemoriesNum of Seeds=8, Steps Configuration=Avg. on Steps2026.050.996296.45
Broken MemoriesNum of Seeds=8, Steps Configuration=All Steps2026.050.99697.26
Wen et al.Num of Seeds=4, Steps Configuration=First 3 Steps2026.050.995294.06
Broken MemoriesNum of Seeds=8, Steps Configuration=First 3 Steps2026.050.995291.78
Broken MemoriesNum of Seeds=4, Steps Configuration=All Steps2026.050.995195.89
Broken MemoriesNum of Seeds=4, Steps Configuration=Avg. on Steps2026.050.993995
Wen et al.Num of Seeds=8, Steps Configuration=Avg. on Steps2026.050.993798.24
Broken MemoriesNum of Seeds=4, Steps Configuration=First 3 Steps2026.050.993590.87
Wen et al.Num of Seeds=8, Steps Configuration=All Steps2026.050.993198.63
Wen et al.Num of Seeds=4, Steps Configuration=All Steps2026.050.991498.17
Wen et al.Num of Seeds=4, Steps Configuration=Avg. on Steps2026.050.990997.63
Jeon et al.Num of Seeds=8, Steps Configuration=First 3 Steps2026.050.990986.3
Jeon et al.Num of Seeds=4, Steps Configuration=First 3 Steps2026.050.983983.56
Broken MemoriesNum of Seeds=1, Steps Configuration=All Steps2026.050.977384.47
Wen et al.Num of Seeds=1, Steps Configuration=First 3 Steps2026.050.975244.75
Wen et al.Num of Seeds=1, Steps Configuration=All Steps2026.050.974795.89
Wen et al.Num of Seeds=1, Steps Configuration=Avg. on Steps2026.050.971786.12
Broken MemoriesNum of Seeds=1, Steps Configuration=Avg. on Steps2026.050.963171.39
Broken MemoriesNum of Seeds=1, Steps Configuration=First 3 Steps2026.050.962242.47
Ren et al.Num of Seeds=8, Steps Configuration=All Steps2026.050.947763.93
Ren et al.Num of Seeds=4, Steps Configuration=All Steps2026.050.946152.97
Jeon et al.Num of Seeds=1, Steps Configuration=First 3 Steps2026.050.942963.01
Ren et al.Num of Seeds=1, Steps Configuration=All Steps2026.050.934345.66