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ResearchFormerly WizWand

Machine Unlearning on TOFU 5% forget split

13.955-log(FQ)Ref
-0.55823.209656.977510.74535Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RefBackbone=Llama 3.2-3B2026.0413.95500-100
RefBackbone=Llama 2-7B2026.0412.87600-100
SCEBackbone=Llama 2-7B2026.0412.8760.5396.94412.15
RefBackbone=Llama 3.2-1B2026.0412.18400-99.98
SatImpBackbone=Llama 3.2-3B2026.046.0940.9815.97841.36
GABackbone=Llama 3.2-1B2026.043.3669.70432.6583.07
TNPOBackbone=Llama 3.2-3B2026.043.0157.76623.412-63.89
SCNBackbone=Llama 2-7B2026.042.6814.25111.397-1.76
WGABackbone=Llama 3.2-3B2026.041.9277.22413.917-9.96
WGABackbone=Llama 2-7B2026.041.9272.775.33613.35
SCEBackbone=Llama 3.2-3B2026.041.4036.3848.955-3.25
SCNBackbone=Llama 3.2-3B2026.041.4033.7815.304-14.34
TNPOBackbone=Llama 3.2-1B2026.041.1679.26910.82-21.48
GABackbone=Llama 2-7B2026.041.1672.6683.114-14.45
SCNBackbone=Llama 3.2-1B2026.041.0568.7199.211-37.37
SatImpBackbone=Llama 2-7B2026.041.0562.9563.1232.74
GABackbone=Llama 3.2-3B2026.040.958.1117.703-8.36
SatImpBackbone=Llama 3.2-1B2026.040.8478.0366.816.7
WGABackbone=Llama 3.2-1B2026.040.6578.3155.459-4
TNPOBackbone=Llama 2-7B2026.040.4841.8450.893-22.47
SCEBackbone=Llama 3.2-1B2026.040.4059.8864.0042.51
ETWBackbone=Llama 3.2-1B2026.040.2638.3122.189-3.51
ETWBackbone=Llama 3.2-3B2026.040.2635.9251.561-18.4
ETWBackbone=Llama 2-7B2026.040.2634.3381.143-4.09
NPOBackbone=Llama 3.2-1B2026.040.1019.5910.964-19.87
NPOBackbone=Llama 2-7B2026.040.1012.6070.262-7.04
NPOBackbone=Llama 3.2-3B2026.040.0166.3550.099-20.3
RetrainBackbone=Llama 3.2-1B2026.0400.4470-0.15
RetrainBackbone=Llama 3.2-3B2026.0400.4540-0.32
RetrainBackbone=Llama 2-7B2026.0400.1720-0.37