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Memorization Reduction on Ultrachat
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95.7
Memorization Reduction
DPO
-2.788
22.781
48.35
73.919
Feb 9, 2026
Memorization Reduction
Updated 4d ago
Evaluation Results
Method
Method
Links
Memorization Reduction
DPO
Category=Unlearning, M...
2026.02
95.7
GA
Category=Unlearning, M...
2026.02
95.5
SimNPO
Category=Unlearning, M...
2026.02
95.5
NPO
Category=Unlearning, M...
2026.02
88.8
DPO
Category=Unlearning, M...
2026.02
82.4
SimNPO
Category=Unlearning, M...
2026.02
78.8
Task Vector
Category=Unlearning, M...
2026.02
77
NPO
Category=Unlearning, M...
2026.02
71.5
Task Vector
Category=Unlearning, M...
2026.02
66
GSS
Category=Ours, Model=Q...
2026.02
51.4
GSS
Category=Ours, Model=L...
2026.02
48
LUNAR
Category=Editing, Mode...
2026.02
42.7
ROME
Category=Editing, Mode...
2026.02
38
Balanced Subnet
Category=Editing, Mode...
2026.02
34.8
LUNAR
Category=Editing, Mode...
2026.02
30
ROME
Category=Editing, Mode...
2026.02
8.6
MEMIT
Category=Editing, Mode...
2026.02
7.5
GA
Category=Unlearning, M...
2026.02
3.3
MEMIT
Category=Editing, Mode...
2026.02
2.2
Balanced Subnet
Category=Editing, Mode...
2026.02
1
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