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ResearchFormerly WizWand

Multivariate Time Series Classification on Libras (accuracy)

100AccuracyTARNet
62.5672.288291.72Nov 30, 2017Nov 28, 2018Nov 26, 2019Nov 24, 2020Nov 22, 2021Nov 20, 2022Nov 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TARNet2023.11100
LSTM-FCN2018.0199
ALSTM-FCN2018.0198
MLSTM-FCN2017.1197
MLSTM-FCN2018.0197
MALSTM-FCN2018.0197
ARKernel2017.1195.2
SOTA [25]2018.0195
LPTM2023.1195
mvARF2017.1194.5
HC2Train Size=1802023.0593.33
ConvTranTrain Size=1802023.0592.77
ConvTranAvg Train=122023.0592.77
TS-TCC2023.1192
CIFTrain Size=1802023.0591.11
gRSF2017.1191.1
TST2023.1191
SMTS2017.1190.9
LPS2017.1190.3
WEASEL+MUSE2017.1189.4
DTWi2017.1188.8
CRT2023.1188
ITAvg Train=122023.0587.22
ROCKETTrain Size=1802023.0586.67
Disjoint-CNNAvg Train=122023.0585.77
FCNAvg Train=122023.0585
TS2Vec2023.1185
ResNetAvg Train=122023.0583.89
TSTAvg Train=122023.0582.22
SimMTM2023.1182
TimesNet2023.1175
Informer2023.1172
Autoformer2023.1164