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Papers Benchmarks Datasets Tasks

Auditing Data Removal research benchmarks · SOTA2 Research

Auditing Data Removal

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MNIST Memorized (train folds M1-M5)

Liu et al. method

1.07pks

36

Feb 26, 2026

106PKS Score

10

Feb 26, 2026

109PKS Score

10

Feb 26, 2026

1.31PKS Score

10

Feb 26, 2026

1.26pks Score

10

Feb 26, 2026

1.31PKS Score

10

Feb 26, 2026

1.32PKS Score

10

Feb 26, 2026

1.32PKS Score

10

Feb 26, 2026

MNIST M6 Disjoint Set

Liu et al. method

94PKS

7

Feb 26, 2026

0p_EMA

6

Feb 26, 2026

MNIST Disjoint (M6)

0p_EMA

6

Feb 26, 2026

Chest X-ray (random non-memorized)

0PEMA

5

Feb 26, 2026

Chest X-ray C6 (non-memorized)

0PEMA

5

Feb 26, 2026

Chest X-ray C5 (memorized)

1PEMA

5

Feb 26, 2026

Chest X-ray C4 (memorized)

100PEMA

5

Feb 26, 2026

Chest X-ray C3 (memorized)

1PEMA

5

Feb 26, 2026

Chest X-ray C2 (memorized)

1PEMA

5

Feb 26, 2026

Chest X-ray C1 (memorized)

100PEMA

5

Feb 26, 2026

Popular datasets

Chest X-Ray MNIST SVHN

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