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LLM Unlearning on KnowUnDo
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91.8
USR
LUNE
73.496
78.248
83
87.752
Dec 8, 2025
USR
GUR
APR
MIA
Updated 4d ago
Evaluation Results
Method
Method
Links
USR
GUR
APR
MIA
LUNE
Family=LoRA-based
2025.12
91.8
95.6
83.9
17.2
Yao-Neg
Family=Partial-paramet...
2025.12
88.9
93.1
84.2
23.4
LoKU
Family=Partial-parameter
2025.12
88.2
94.2
79.6
21.5
SKU
Family=Partial-parameter
2025.12
87.9
93.6
79.9
22
NPO
Family=Retrain-style
2025.12
87.6
93.5
79.2
21.8
MemFlex
Family=Partial-parameter
2025.12
87.4
94
78.6
22.1
TV
Family=Regularization-...
2025.12
82.7
92.4
73.9
27.5
GA
Family=Retrain-style
2025.12
74.2
89.5
66.8
33.5
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