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ResearchFormerly WizWand

Unlearning on TOFU forget10 (forget)

0.954rLBase
-0.00280.24560.4940.7424May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BaseBackbone=Dream-7B-Instruct2026.050.9540.865
BaseBackbone=LLaDA-8B-Instruct2026.050.8840.38
GDBackbone=LLaDA-8B-Instruct2026.050.5330.061
DPOBackbone=Dream-7B-Instruct2026.050.5170.341
SimNPOBackbone=LLaDA-8B-Instruct2026.050.4850.036
DPOBackbone=LLaDA-8B-Instruct2026.050.4790.168
GABackbone=Dream-7B-Instruct2026.050.4560.079
GDBackbone=Dream-7B-Instruct2026.050.4260.002
NPOBackbone=LLaDA-8B-Instruct2026.050.3720.009
WGABackbone=Dream-7B-Instruct2026.050.370.051
NPOBackbone=Dream-7B-Instruct2026.050.3610.031
GABackbone=LLaDA-8B-Instruct2026.050.3480.02
SimNPOBackbone=Dream-7B-Instruct2026.050.2970.002
MDUBackbone=Dream-7B-Instruct, τ=0.752026.050.2840.001
MDUBackbone=Dream-7B-Instruct, τ=0.252026.050.2770.001
MDUBackbone=Dream-7B-Instruct, τ=1.002026.050.1990
MDUBackbone=Dream-7B-Instruct, τ=0.002026.050.1910
MDUBackbone=Dream-7B-Instruct, τ=0.502026.050.1580
MDUBackbone=LLaDA-8B-Instruct, τ=0.252026.050.1350
WGABackbone=LLaDA-8B-Instruct2026.050.1220.01
MDUBackbone=LLaDA-8B-Instruct, τ=0.502026.050.0980.001
MDUBackbone=LLaDA-8B-Instruct, τ=0.752026.050.0780.04
MDUBackbone=LLaDA-8B-Instruct, τ=0.002026.050.0690
MDUBackbone=LLaDA-8B-Instruct, τ=1.002026.050.0340.074