ResearchBenchmarksTime-series Classification on EpilepsyFollow100AccuracyTARNet53.265.3577.589.65Jun 17, 2021Nov 11, 2021Apr 8, 2022Sep 2, 2022Jan 28, 2023Jun 24, 2023Nov 19, 2023Evaluation ResultsMethodMethodLinksAccuracyTARNet2023.11100TS2Vec2023.11100WEASEL+MUSE2021.0699.3TS-TCC2023.1198LPTM2023.1197MMPL2021.0696.9MLSTM-FCN2021.0696.4TST2023.1194SimMTM2023.1178TimesNet2023.1161Informer2023.1158Autoformer2023.1157CRT2023.1155