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 10 · SOTA2 Research

Outlier Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Semiconductor Sensor Data (SECOM) (full)

1Recall

5

Feb 26, 2026

25-7-1-8 (test)

96.68OPP

5

Feb 26, 2026

sinusoidal_heavytail DGP

70.8F1 Score (Outlier Detection)

3

May 4, 2026

sinusoidal_asymmetric DGP

96.9Outlier Detection F1

3

May 4, 2026

sinusoidal_region DGP

97.5Outlier-detection F1

3

May 4, 2026

97.7Outlier Detection F1

3

May 4, 2026

98.4Outlier-detection F1

3

May 4, 2026

Environmental Science (Env. Sci.)

100Precision

3

Apr 3, 2026

87.5Precision

3

Apr 3, 2026

100Precision

3

Apr 3, 2026

80Precision

3

Apr 3, 2026

66.7Precision

3

Apr 3, 2026

Computer Science (CS) Large Scale (test)

98Precision

3

Apr 3, 2026

1.33Adjusted AP

3

Feb 26, 2026

72.19Adjusted AP

3

Feb 26, 2026

Protein-homology 19

71.47Adjusted AP

3

Feb 26, 2026

35Adjusted AP

3

Feb 26, 2026

72.9Adjusted AP

3

Feb 26, 2026

82.6Adjusted AP

3

Feb 26, 2026

79.6Adjusted AP

3

Feb 26, 2026

91.1Adjusted AP

3

Feb 26, 2026

69.4Adjusted AP

3

Feb 26, 2026

88.8Adjusted AP

3

Feb 26, 2026

9.77AP

2

May 19, 2026

62.3AP

2

May 19, 2026

Page 10 of 11

Popular datasets

Synthetic Transient Mean Shift cardio Optdigits Mushroom Synthetic Mean Shift

Follow for updates

Join SOTA2 Contact