Epilepsy
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-series Classification | Epilepsy (test) | Accuracy97.23 | 19 | |
| Epilepsy Classification | Epilepsy | ACC97.2 | 14 | |
| Time-series Classification | Epilepsy | Accuracy100 | 13 | |
| Multivariate Time Series Classification | Epilepsy | Accuracy100 | 12 | |
| Seizure detection | Epilepsy | AUROC99.9 | 11 | |
| Disease classification | Epilepsy | AUROC0.9967 | 11 | |
| Time-series classification | Epilepsy | Accuracy95.1 | 9 | |
| Time Series Saliency Map Explanation | Epilepsy | CPD79.5 | 8 | |
| EEG Main Tasks | Epilepsy | Accuracy (Eye Open State)95.797 | 7 | |
| Time-series Classification | Epilepsy | AUPRC38.75 | 7 | |
| Classification | Epilepsy Dataset | AUC87.92 | 5 | |
| Classification | Epilepsy 2 (test) | ROC-AUC96.28 | 2 | |
| Time Series Counterfactual Explanations | Epilepsy | Value Score1 | 2 |
Showing 13 of 13 rows