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WAFER dataset and benchmarks · SOTA2 Research

Research Datasets

WAFER

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Caption-based Classification

Wafer

89.5Accuracy

15

Multivariate Time Series Classification

WAFER (test)

0.997Accuracy

13

Multivariate Time Series Classification

Wafer

99.7Accuracy

13

Time Series Saliency Map Explanation

Wafer

0.772CPD

8

Time-series Classification

Wafer

27.5AUPRC

7

Global Counterfactual Summary for Time-Series Clustering

Wafer UCR Archive

50Effectiveness

6

Time Series Classification

WAFER (test)

0.029NLPP

6

Local Counterfactual Generation

Wafer (UCR)

100Effectiveness

5

Wafer

98.2Accuracy

5

Missing Data Imputation

Wafer

0.093MSE

4

Time Series Chain Discovery

Wafer

30Hit Rate

3

Multivariate Time Series Classification

Wafer

1Relative Inference Time

2

Popular tasks

Multivariate Time Series Classification Time-series classification Classification Missing Data Imputation Time Series Chain Discovery

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