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Papers Benchmarks Datasets Tasks

SKAB dataset and benchmarks · SOTA2 Research

Research Datasets

SKAB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SKAB valve anomalies

98.2F1 Score

10

Anomaly Detection

SKAB All 631 (test)

0.651AUROC

8

Multivariate Anomaly Detection

SKAB

86F1 Score

6

Fault Detection

SKAB

58.8F1 Score

6

Anomaly Detection

SKAB Easy

1AUROC

4

Importance Scoring

SKAB 50% BW 20K subsample

54.1F1 Score

3

Popular tasks

Anomaly Detection Fault Detection Importance Scoring Multivariate Anomaly Detection

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