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Papers Benchmarks Datasets Tasks

Anomaly Detection research benchmarks – Page 31 · SOTA2 Research

Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

arrhythmia In-Domain

60.61F1 Score

10

Mar 17, 2026

abalone In-Domain

82.29F1 Score

10

Mar 17, 2026

Gaussian mixture local anomalies synthetic (test)

89.37F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 24

40.23F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 23

24.8F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 22

0.28F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 21

21.13F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 20

39.4F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 19

55.43F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 18

59.51F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 17

59.56F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 16

18.69F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 15

16.19F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 14

21.07F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 13

20.43F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 12

29.98F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 11

35.92F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 10

49.94F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 9

46.54F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 8

21.44F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 7

30.17F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 6

39.92F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 5

35.53F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 4

31.79F1 Score

10

Mar 17, 2026

Gaussian mixture synthetic dataset Id 3

21.42F1 Score

10

Mar 17, 2026

Page 31 of 62

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