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Papers Benchmarks Datasets Tasks

Class-level Machine Unlearning research benchmarks · SOTA2 Research

Class-level Machine Unlearning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tiny-ImageNet three-class forgetting (test)

50.85MBS

14

May 12, 2026

Tiny-ImageNet single-class forgetting (test)

52.27MBS

14

May 12, 2026

CIFAR100 three-class forgetting (test)

50.74MBS

14

May 12, 2026

CIFAR100 single-class forgetting (test)

51.13MBS

14

May 12, 2026

CIFAR10 three-class forgetting (test)

50.19MBS

14

May 12, 2026

CIFAR10 single-class forgetting (test)

3.19MBS

14

May 12, 2026

ImageNet (test)

54.18Retained Accuracy (Test)

2

Jun 1, 2026

Popular datasets

ImageNet CIFAR10 CIFAR Tiny-ImageNet CIFAR100

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