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Papers Benchmarks Datasets Tasks

Lifelong Unlearning research benchmarks · SOTA2 Research

Lifelong Unlearning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MLUBench Task A

100Forget Quality

25

Jun 12, 2026

MLUBench Task B

95Forget Quality

20

Jun 12, 2026

MLUBench Task C v1.0 (test)

97Forget Quality

17

Jun 12, 2026

MLUBench Task C

0.99Forget Quality

15

Jun 12, 2026

MLUBench Task A v1.0 (test)

0.97Forget Quality

11

Jun 12, 2026

MLUBench Task D

96Forget Quality

10

Jun 12, 2026

100A-UA Forget

10

Jun 12, 2026

MLLMU-Bench public celebrities Task A

98Forget Quality

9

Jun 12, 2026

MLUBench Task B v1.0 (test)

95Forget Quality

8

Jun 12, 2026

MLLMU-Bench Public Celebrities Task B

1Forget Quality

6

Jun 12, 2026

MLUBench Task E

100Forget Quality

5

Jun 12, 2026

MLUBench Task D v1.0 (test)

0.96Forget Quality

5

Jun 12, 2026

MLLMU-Bench public celebrities Task C

1Forget Quality

3

Jun 12, 2026

Popular datasets

MLUBench MLLMU-Bench

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