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Papers Benchmarks Datasets Tasks

MSDS dataset and benchmarks · SOTA2 Research

Research Datasets

MSDS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

MSDS

0.911AUC

22

Root Cause Identification

MSDS

99.3Top@3R

13

Anomaly Detection

MSDS

17.15Training Time (s)

11

Anomaly Diagnosis

MSDS

58.12H-Score @ 100%

11

Multivariate Time Series Anomaly Detection

MSDS

62.7VUS-ROC

10

Anomaly localization

MSDS (test)

0.08IPS@100

7

Root Cause Analysis

MSDS

56.9CW@3

4

Root Cause Analysis

MSDS

95.6Top@3R

4

Popular tasks

Anomaly Detection Root Cause Analysis Anomaly Localization Anomaly Diagnosis Multivariate Time Series Anomaly Detection

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