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 7 · SOTA2 Research

Outlier Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

58.17Precision-s

9

Mar 16, 2026

36.03Precision (s)

9

Mar 16, 2026

74.67Precision-s

9

Mar 16, 2026

30.68Precision-s

9

Mar 16, 2026

52.84Precision-s

9

Mar 16, 2026

49.57Precision-s

9

Mar 16, 2026

39Precision-s

9

Mar 16, 2026

84.79Precision-s

9

Mar 16, 2026

100Precision-s

9

Mar 16, 2026

54.43Precision-s

9

Mar 16, 2026

23.4Precision-s

9

Mar 16, 2026

60.78Precision-s

9

Mar 16, 2026

Landmine (test)

meta-learning for relative DRE

68.7AUC

9

Feb 26, 2026

20 non-tabular datasets

19Win Count

8

May 19, 2026

10.65Precision-s

8

Mar 16, 2026

Caltech-256 5 random classes 9 (inliers)

98.1AUC

8

Feb 26, 2026

Caltech-256 9 (inliers from 3 random classes)

97.7AUC

8

Feb 26, 2026

Caltech-256 1 random inlier class 9

98.2AUC

8

Feb 26, 2026

Synthetic Multimodal n=500, p=250

69.39F1 Score

7

Feb 26, 2026

Synthetic Multimodal n=500, p=150

69.4F1 Score

7

Feb 26, 2026

Synthetic Mixed (n=500, p=250)

100F1

7

Feb 26, 2026

Synthetic Mixed (n=500, p=150)

99.98F1 Score

7

Feb 26, 2026

Synthetic LogNormal n=500, p=250

100F1 Score

7

Feb 26, 2026

Synthetic LogNormal (n=500, p=150)

99.98F1 Score

7

Feb 26, 2026

Synthetic t (df=5) (n=500, p=250)

100F1 Score

7

Feb 26, 2026

Page 7 of 11

Popular datasets

Synthetic Transient Mean Shift cardio Optdigits Mushroom Synthetic Mean Shift

Follow for updates

Join SOTA2 Contact