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Machine Unlearning Evaluation on WMDPbio Evaluation Suite
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1
Unlearn Norm
NPO
-0.04
0.23
0.5
0.77
Sep 27, 2025
Unlearn Norm
Utility Norm
Overall Score
Rank
Updated 19d ago
Evaluation Results
Method
Method
Links
Unlearn Norm
Utility Norm
Overall Score
Rank
NPO
Backbone=Llama2-7b, Ru...
2025.09
1
0.104
0.322
6
GA
Backbone=Llama2-7b, Ru...
2025.09
0.979
0
0
7
PRISM
Backbone=Llama2-7b, Ru...
2025.09
0.963
0.283
0.521
1
GAGDR
Backbone=Llama2-7b, Ru...
2025.09
0.944
0.233
0.469
4
SAM+NPO
Backbone=Llama2-7b, Ru...
2025.09
0.584
0.337
0.443
5
NPOGDR
Backbone=Llama2-7b, Ru...
2025.09
0.533
0.505
0.519
2
DOOR
Backbone=Llama2-7b, Ru...
2025.09
0.294
0.778
0.479
3
Task Vector
Backbone=Llama2-7b, Ru...
2025.09
0
1
0
7
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