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Papers Benchmarks Datasets Tasks

Classification Unlearning research benchmarks · SOTA2 Research

Classification Unlearning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 (10% Random Data Forgetting)

55.03Utility Accuracy (UA)

13

May 18, 2026

CIFAR-100 20 classes forget

77.4Accuracy (Forgetting)

11

Feb 27, 2026

CIFAR-100 10 classes forget

78.8Accuracy Forgotten

11

Feb 27, 2026

CIFAR-100 5 classes forget

76.8Accuracy (Forgetting)

11

Feb 27, 2026

CIFAR-100 2 classes forget

78Accuracy Forgotten

11

Feb 27, 2026

CIFAR-100 1 class forget

67Forgetting Accuracy

11

Feb 27, 2026

Popular datasets

CIFAR CIFAR-100

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