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Sequential Unlearning dataset and benchmarks · SOTA2 Research

Research Datasets

Sequential Unlearning

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge Unlearning

16-task Sequential Unlearning Forgotten Data Avg

90.9CRR

18

Knowledge Unlearning

16-task Sequential Unlearning Forgotten Data Last

41.01Context-aware Refusal Rate (CRR)

16

Knowledge Retention

Sequential Unlearning 16-task Retained Data Avg

100Specificity

9

Knowledge Retention

16-task Sequential Unlearning Retained Data Last

96.54Specificity

8

Popular tasks

Knowledge Unlearning Knowledge Retention

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