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Epilepsy dataset and benchmarks · SOTA2 Research

Research Datasets

Epilepsy

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time-series Classification

Epilepsy (test)

97.23Accuracy

19

Epilepsy Classification

Epilepsy

97.2ACC

14

Time-series Classification

Epilepsy

100Accuracy

13

Multivariate Time Series Classification

Epilepsy

100Accuracy

12

Seizure detection

Epilepsy

99.9AUROC

11

Disease classification

Epilepsy

0.997AUROC

11

Time-series classification

Epilepsy

95.1Accuracy

9

Time Series Saliency Map Explanation

Epilepsy

79.5CPD

8

Epilepsy

95.797Accuracy (Eye Open State)

7

Time-series Classification

Epilepsy

38.75AUPRC

7

Epilepsy Dataset

87.92AUC

5

Epilepsy 2 (test)

96.28ROC-AUC

2

Time Series Counterfactual Explanations

Epilepsy

1Value Score

2

Popular tasks

Time-series classification Classification Disease Classification Multivariate Time Series Classification Seizure Detection

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