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Papers Benchmarks Datasets Tasks

NAB dataset and benchmarks · SOTA2 Research

Research Datasets

NAB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Univariate Anomaly Detection

NAB

98.5PA-F1

36

Anomaly Detection

NAB (test)

99.6F1 Score

29

Anomaly Detection

NAB

95.41AUC

22

Few-shot classification

NAB (test)

95.22Accuracy

20

Time Series Anomaly Detection

NAB

55.03VUS-PR

18

Anomaly Detection

NAB

1.25Training Time (s/epoch)

11

Time Series Anomaly Detection

NAB-Traffic

74AUC

6

Time Series Anomaly Detection

NAB AdExchange

73AUC

6

Time Series Anomaly Detection

NAB Tweets

64AUC

6

Time Series Anomaly Detection

NAB-Taxi

64AUC

6

Fine-Grained Visual Categorization

NAB

91.2Accuracy

3

Popular tasks

Time Series Anomaly Detection Anomaly Detection Few-shot classification Fine-grained Visual Categorization Univariate Anomaly Detection

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