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Papers Benchmarks Datasets Tasks

Unlearning research benchmarks – Page 3 · SOTA2 Research

Unlearning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Noise-based attacks ten celebs

39.63GPT

6

Mar 20, 2026

Twitter Misinformation Dataset

17.701Unlearning Metric 1

6

Feb 26, 2026

Nudity (NSFW content)

12.9CSDR

6

Feb 26, 2026

28.91CSDR

6

Feb 26, 2026

36.77Average VRAM (GB)

4

May 12, 2026

Noise-based attacks five objects

Diversified-ESD

83.6ESR-1

4

Mar 20, 2026

-1.3Forget Accuracy

3

Apr 14, 2026

OfficeHome T3 1.0 (test)

5.4Transfer Accuracy (A to C)

2

Apr 10, 2026

OfficeHome T2 1.0 (test)

0.76Overall Score

2

Apr 10, 2026

Page 3 of 3

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TOFU DomainNet WMDP OfficeHome CIFAR

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