List your company
ResearchFormerly WizWand

Machine Unlearning on TOFU 1% forget

2.896-log(FQ)Ref
-0.115840.666081.4482.22992Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RefBackbone=Llama 3.2-1B2026.042.89600-100
RefBackbone=Llama 2-7B2026.042.89600-100
SCNBackbone=Llama 2-7B2026.042.896-0.279-0.808-100
GABackbone=Llama 2-7B2026.042.170.7721.675-65.11
RefBackbone=Llama 3.2-3B2026.041.84500-100
SCNBackbone=Llama 3.2-1B2026.041.2664.9286.241-63.75
NPOBackbone=Llama 3.2-3B2026.041.2660.0220.028-45.2
WGABackbone=Llama 2-7B2026.041.266-0.3-0.3896.35
ETWBackbone=Llama 2-7B2026.041.2660.6680.84614.86
TNPOBackbone=Llama 2-7B2026.041.013-0.158-0.1682.62
WGABackbone=Llama 3.2-3B2026.040.3930.7440.292-52.68
SatImpBackbone=Llama 2-7B2026.040.3931.1040.434-13.35
GABackbone=Llama 3.2-1B2026.040.23811.5462.74318.65
NPOBackbone=Llama 3.2-1B2026.040.2387.3171.739-10.27
GABackbone=Llama 3.2-3B2026.040.2386.0521.438-8.05
SatImpBackbone=Llama 3.2-3B2026.040.2383.4870.82918.93
SCEBackbone=Llama 2-7B2026.040.2386.161.46434.26
TNPOBackbone=Llama 3.2-1B2026.040.1162.1620.2528.22
SCEBackbone=Llama 3.2-3B2026.040.1164.3430.503-64.27
SCNBackbone=Llama 3.2-3B2026.040.1166.5590.76-45.76
TNPOBackbone=Llama 3.2-3B2026.040.1161.0860.12672.46
ETWBackbone=Llama 3.2-3B2026.040.1164.5880.531-8.89
NPOBackbone=Llama 2-7B2026.040.1161.7280.22.39
SCEBackbone=Llama 3.2-1B2026.040.0377.2720.267-49.47
WGABackbone=Llama 3.2-1B2026.040.0373.4920.12823.49
SatImpBackbone=Llama 3.2-1B2026.040.0373.5480.1344.51
ETWBackbone=Llama 3.2-1B2026.040.0377.1850.2646.14
RetrainBackbone=Llama 3.2-1B2026.0400.0060-2.24
RetrainBackbone=Llama 3.2-3B2026.0400.47801.69
RetrainBackbone=Llama 2-7B2026.0400.21901.89