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Machine Unlearning on AGNews Dt (test)
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90.44
Accuracy
Fisher Forgetting
57.264
65.877
74.49
83.103
Jun 15, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Fisher Forgetting
threshold=0.35
2026.06
90.44
Certified Hessian Forgetting
threshold=0.3
2026.06
90.16
Adversarial Retrain
threshold=0.3
2026.06
89.98
Pre-unlearn
2026.06
89.9
Fine-tune
threshold=0.2
2026.06
89.85
Relabel with Fine-tune
threshold=0.3
2026.06
89.74
Retrain
threshold=0.3
2026.06
89.6
Gradient Ascent with Fine-tune
threshold=0.3
2026.06
89.55
Hessian Forgetting
threshold=0.3
2026.06
82.7
Gradient Ascent
threshold=0.05
2026.06
64.28
Relabel
threshold=0.05
2026.06
58.54
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