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Concept Restoration via Adversarial Prompt Attack on Tench 50 prompts per class (test)

100ASRUnlearnDiffAtk
-1.9224.545177.46Jan 30, 2026

Evaluation results

MethodLinks
UnlearnDiffAtkTarget Unlearning Method=FMN2026.01100
ReLAPSe-STarget Unlearning Method=FMN2026.0198
P4DTarget Unlearning Method=FMN2026.0196
ReLAPSe-MTarget Unlearning Method=FMN2026.0176
ReLAPSe-STarget Unlearning Method=ESD2026.0164
No AttackTarget Unlearning Method=FMN2026.0142
ReLAPSe-MTarget Unlearning Method=ESD2026.0138
UnlearnDiffAtkTarget Unlearning Method=ESD2026.0136
P4DTarget Unlearning Method=ESD2026.0128
No AttackTarget Unlearning Method=ESD2026.012