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Benchmarks
Machine Unlearning on TOFU (Metrics: Forget Quality, Forget Truth Ratio, Model Utility)
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Forget Quality
Finetuned
-0.04
0.23
0.5
0.77
Jan 28, 2026
Forget Quality
Forget Truth Ratio
Model Utility
Updated 4d ago
Evaluation Results
Method
Method
Links
Forget Quality
Forget Truth Ratio
Model Utility
Finetuned
2026.01
0
47.53
59.92
UNDIAL
2026.01
0
48.05
60.16
RMU
2026.01
0
46.68
51.15
GradDiff
2026.01
0
45.68
58.68
PURGE
2026.01
0
48.43
59.9
IdkNLL
2026.01
0
51.49
55.6
NPO
2026.01
0
53.78
59.64
SimNPO
2026.01
0
50.42
59.31
AltPO
2026.01
0
65.17
57.15
Retain
2026.01
1
62.72
59.09
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