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ResearchFormerly WizWand

Multivariate Time Series Classification on PenDigits (accuracy)

98.71AccuracyConvTran
80.291685.073389.85594.6367Nov 30, 2017Nov 28, 2018Nov 26, 2019Nov 24, 2020Nov 22, 2021Nov 20, 2022Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ConvTranTrain Size=74942023.0598.71
ConvTranAvg Train=7502023.0598.71
FCNAvg Train=7502023.0598.57
ROCKETTrain Size=74942023.0598.4
TS2Vec2023.1198
ITAvg Train=7502023.0597.97
HC2Train Size=74942023.0597.91
ResNetAvg Train=7502023.0597.71
Disjoint-CNNAvg Train=7502023.0597.08
MLSTM-FCN2017.1197
LSTM-FCN2018.0197
MLSTM-FCN2018.0197
ALSTM-FCN2018.0197
MALSTM-FCN2018.0197
TARNet2023.1197
TST2023.1197
TSTAvg Train=7502023.0596.94
CIFTrain Size=74942023.0596.74
ARKernel2017.1195.2
SOTA [25]2018.0195
TS-TCC2023.1195
SimMTM2023.1194
gRSF2017.1193.2
DTWi2017.1192.7
mvARF2017.1192.3
LPTM2023.1192
SMTS2017.1191.7
WEASEL+MUSE2017.1191.2
LPS2017.1190.8
CRT2023.1188
Autoformer2023.1186
Informer2023.1184
TimesNet2023.1181