ResearchBenchmarksTime-series Classification on Epilepsy (AUPRC/AUROC)Time-series Classification on Epilepsy (AUPRC/AUROC)Follow38.75AUPRCEXCAP-0.48929.697919.88530.0721Dec 1, 2025Evaluation resultsMethodMethodLinksAUPRCAUROCDelta AUPRC (%)Delta AUROC (%)EXCAPmasking=15%masking=15%2025.1238.7538-40.07-63.53WinITmasking=15%masking=15%2025.125.273.76-5.31-3.94Randommasking=15%masking=15%2025.123.661.89-2.76-1.1TimeXmasking=15%masking=15%2025.123.512.98-3.54-3.08TimeX++masking=15%masking=15%2025.123.392.88-3.54-2.98SHAPmasking=15%masking=15%2025.122.741.08-3.69-1.94IGmasking=15%masking=15%2025.121.020.12-1.03-0.12