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Machine Unlearning on WMDP (Unlearn Score)
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76.1
Unlearn Score
PRISM
-3.044
17.503
38.05
58.597
Sep 27, 2025
Unlearn Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Unlearn Score
PRISM
Base Model=Mistral-8B-...
2025.09
76.1
SAM+NPO
Base Model=Mistral-8B-...
2025.09
72.1
NPOGDR
Base Model=Mistral-8B-...
2025.09
55.6
GAGDR
Base Model=Mistral-8B-...
2025.09
52.8
PRISM
Base Model=Llama-2 7B
2025.09
52.1
NPOGDR
Base Model=Llama-2 7B
2025.09
51.9
DOOR
Base Model=Llama-2 7B
2025.09
47.9
GAGDR
Base Model=Llama-2 7B
2025.09
46.9
SAM+NPO
Base Model=Llama-2 7B
2025.09
44.3
NPO
Base Model=Llama-2 7B
2025.09
32.2
DOOR
Base Model=Mistral-8B-...
2025.09
28.9
NPO
Base Model=Mistral-8B-...
2025.09
5.5
GA
Base Model=Llama-2 7B
2025.09
0
GA
Base Model=Mistral-8B-...
2025.09
0
Task Vector
Base Model=Llama-2 7B
2025.09
0
Task Vector
Base Model=Mistral-8B-...
2025.09
0
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