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Machine Unlearning on AGNews (remaining set Dr)
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99.95
Accuracy
Adversarial Retrain
65.7756
74.6478
83.52
92.3922
Jun 15, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Adversarial Retrain
threshold=0.3
2026.06
99.95
Fine-tune
threshold=0.2
2026.06
99.95
Relabel with Fine-tune
threshold=0.3
2026.06
99.95
Gradient Ascent with Fine-tune
threshold=0.3
2026.06
99.95
Retrain
threshold=0.3
2026.06
99.92
Certified Hessian Forgetting
threshold=0.3
2026.06
99.89
Pre-unlearn
2026.06
99.85
Fisher Forgetting
threshold=0.35
2026.06
99.78
Hessian Forgetting
threshold=0.3
2026.06
88.91
Gradient Ascent
threshold=0.05
2026.06
68.24
Relabel
threshold=0.05
2026.06
67.09
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