Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Outlier Detection research benchmarks – Page 2 · SOTA2 Research

Outlier Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

51.5AP

22

Feb 26, 2026

90.4AP

22

Mar 17, 2026

51.8AP

22

Feb 26, 2026

78.1AP

22

Feb 26, 2026

0.442AUC-PR

21

Mar 17, 2026

99.77AUC-PRC

20

Mar 17, 2026

0.999AUC

20

Mar 16, 2026

0.828AUC (Test)

19

Feb 26, 2026

ADBench v1 (train)

0.147ALOI

19

Feb 26, 2026

39 Benchmark Datasets

0p-value

18

May 19, 2026

vowels (historical)

97.64AUROC

17

Mar 17, 2026

letter (historical)

90.09AUROC

17

Mar 17, 2026

smtp (historical)

100AUROC

17

Mar 17, 2026

speech (historical)

54.88AUROC

17

Mar 17, 2026

skin (historical)

83.12AUROC

17

Mar 17, 2026

shuttle (historical)

99.83AUROC

17

Mar 17, 2026

mammography (historical)

89.68AUROC

17

Mar 17, 2026

magic_gamma (historical)

80.6AUROC

17

Mar 17, 2026

http (historical)

1AUROC

17

Mar 17, 2026

wilt (historical)

0.598AUROC

17

Mar 17, 2026

cover (historical)

98.04AUROC

17

Mar 17, 2026

celeba (historical)

81.21AUROC

17

Mar 17, 2026

cardio (historical)

94.3AUROC

17

Mar 17, 2026

campaign (historical)

76.24AUROC

17

Mar 17, 2026

ALOI (historical)

56.72AUROC

17

Mar 17, 2026

Page 2 of 11

Popular datasets

Synthetic Transient Mean Shift cardio Optdigits Mushroom Synthetic Mean Shift

Follow for updates

Join SOTA2 Contact