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Machine Unlearning on WMDP Bio (Accuracy Pre/Post)
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67.6
Accuracy (Pre-Unlearning)
SimNPO
24.96
36.03
47.1
58.17
Apr 15, 2026
Accuracy (Pre-Unlearning)
Accuracy (Post-Unlearning)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy (Pre-Unlearning)
Accuracy (Post-Unlearning)
SimNPO
retain free=false, Tim...
2026.04
67.6
69.1
RMU
retain free=false, Tim...
2026.04
67.2
67.2
Original model
2026.04
66.8
-
NPO
retain free=false, Tim...
2026.04
66
66.9
GradDiff
retain free=false, Tim...
2026.04
62.4
66.2
MC-WIN-U
retain free=true, Time...
2026.04
60
61.8
GradAscent
retain free=true, Time...
2026.04
26.6
24.7
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