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Knowledge Unlearning on WMDP Bio (test)
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64.81
Accuracy Forget
Refusal Training
23.0436
33.8868
44.73
55.5732
Jan 29, 2026
Accuracy Forget
MMLU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy Forget
MMLU
Refusal Training
Forgetting Data (Df)=D...
2026.01
64.81
60.39
Base Model
Backbone=Zephyr-7B
2026.01
63.7
58.12
NPO
Retention Data (Dr)=Yes
2026.01
63.16
57.57
GA
Retention Data (Dr)=Yes
2026.01
62.77
57.29
NPO
2026.01
62.69
56.88
RMU
Retention Data (Dr)=Yes
2026.01
31.89
57.18
DUET
Forgetting Data (Df)=D...
2026.01
29.4
60.63
SimNPO
2026.01
27.1
47.37
RMU
2026.01
25.84
25.5
FLAT
2026.01
25.61
27.16
GA
2026.01
24.65
25.25
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