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ResearchFormerly WizWand

Machine Unlearning on MUSE-Books Relearn 50%

90.974Forgetting Score (No VerbMem)RMU
-3.6389620.9240245.48770.04998Sep 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
RMURelearn steps=100 steps2025.0990.97449.98570.734
RMU-LATRelearn steps=100 steps2025.0982.18645.0571.407
RMU-LATRelearn steps=50 steps2025.0975.30347.95573.538
RMURelearn steps=50 steps2025.0933.76448.66665.846
NPOGDRRelearn steps=100 steps2025.0918.54836.44958.696
SAM+NPORelearn steps=100 steps2025.0916.57433.05560.349
PRISMRelearn steps=100 steps2025.0913.09124.38357.999
SAM+NPORelearn steps=50 steps2025.096.775019.473
NPOGDRRelearn steps=50 steps2025.093.801030.399
RMU-LATRelearn steps=Unlearn2025.090.9795.98346.412
PRISMRelearn steps=50 steps2025.090.811024.901
RMURelearn steps=Unlearn2025.090.4110.86614.914
NPOGDRRelearn steps=Unlearn2025.090030.291
SAM+NPORelearn steps=Unlearn2025.090032.766
PRISMRelearn steps=Unlearn2025.090049.616