ResearchBenchmarksMultivariate Time Series Classification on OccupancyFollow0.881AccuracyTST0.6627040.7193770.776050.832723Jan 14, 2018Jan 4, 2019Dec 26, 2019Dec 16, 2020Dec 7, 2021Nov 28, 2022Nov 19, 2023Evaluation ResultsMethodMethodLinksAccuracyTST2023.110.881TS2Vec2023.110.876TS-TCC2023.110.865LPTM2023.110.836TARNet2023.110.833SimMTM2023.110.826TimesNet2023.110.814CRT2023.110.814Informer2023.110.774MLSTM-FCN2018.010.7631Autoformer2023.110.739MALSTM-FCN2018.010.7237LSTM-FCN2018.010.7105ALSTM-FCN2018.010.7105DTW2018.010.6711