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SOTA Multivariate Time Series Classification benchmarks and papers with code | Wizwand
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Multivariate Time Series Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
UEA 30% missing rate (test)
FlowPath
Accuracy
74.3
39
16d ago
Finger Movement
LPTM
Accuracy
78
39
1mo ago
UEA multivariate TS classification archive Statistics without N/A 26 datasets (test)
TS2Vec
Mean Rank
5.038
34
1mo ago
PenDigits
ConvTran
Accuracy
98.71
33
1mo ago
Libras
TARNet
Accuracy
100
33
1mo ago
MotorImagery
TARNet
Accuracy
64
28
1mo ago
UEA multivariate time-series archive (test)
MSTN-BiLSTM
Ethanol Concentration Score
41.51
26
4d ago
UEA Multivariate Time Series Classification Archive
ResNet + GTA
AWR Accuracy
99
26
1mo ago
SelfRegSCP1
ConvTran
Accuracy
91.8
25
17d ago
StandWalkJump
TST
Accuracy
61
22
1mo ago
Atrial Fibrillation
TARNet
Accuracy
100
22
1mo ago
ERing
HC2
Accuracy
98.89
22
1mo ago
BasicMotions
ROCKET
Accuracy
100
22
1mo ago
NATOPS
TST
Accuracy
95
22
1mo ago
Articulary Word
ROCKET
Accuracy
99.33
22
1mo ago
UEA multivariate time-series classification archive (test)
TimeSliver
Accuracy (Bio)
66.9
20
1mo ago
35 multivariate time series datasets (test)
SVM Lin.
P-Value
0
20
1mo ago
ArabicDigits
LSTM-FCN
Accuracy
100
19
1mo ago
UEA 10
TPS
Accuracy
64.3
17
6d ago
LIBRAS (test)
MLSTMFCN
Accuracy
0.97
17
1mo ago
PhonemeSpectra
ConvTran
Accuracy
30.62
16
1mo ago
JapaneseVowels
MLSTM-FCN
Accuracy
100
16
1mo ago
Occupancy
TST
Accuracy
0.881
15
1mo ago
HAR
MLSTM-FCN
Accuracy
96.71
15
1mo ago
UEA Multivariate TS Classification Archive 29 datasets (test)
VQShape
Mean Accuracy
72.3
14
1mo ago
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