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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 multivariate time-series archive (test)
iTransformer
Ethanol Concentration Score
74.7
47
6d ago
MotorImagery
TARNet
Accuracy
64
41
1mo ago
UEA 30% missing rate (test)
FlowPath
Accuracy
74.3
39
2mo ago
Finger Movement
LPTM
Accuracy
78
39
3mo ago
HandMovementDirection
CIF
Accuracy
59.46
36
1mo ago
StandWalkJump
TST
Accuracy
61
35
1mo ago
UEA multivariate TS classification archive Statistics without N/A 26 datasets (test)
TS2Vec
Mean Rank
5.038
34
3mo ago
PenDigits
ConvTran
Accuracy
98.71
33
3mo ago
Libras
TARNet
Accuracy
100
33
3mo ago
UEA Multivariate Time Series Classification Archive
ResNet + GTA
AWR Accuracy
99
26
21d ago
SelfRegSCP1
ConvTran
Accuracy
91.8
25
2mo ago
LIBRAS (test)
MLSTMFCN
Accuracy
0.97
25
2d ago
MotorImagery UEA (test)
LinOSS
Accuracy
60
22
1mo ago
Heartbeat UEA (test)
WARP
Accuracy
80.65
22
1mo ago
SelfRegulationSCP2 UEA (test)
FACTS
Accuracy
70.3
22
1mo ago
Atrial Fibrillation
TARNet
Accuracy
100
22
3mo ago
ERing
HC2
Accuracy
98.89
22
3mo ago
BasicMotions
ROCKET
Accuracy
100
22
3mo ago
NATOPS
TST
Accuracy
95
22
3mo ago
Articulary Word
ROCKET
Accuracy
99.33
22
3mo ago
Insect Wingbeat
SoftShape
Accuracy
88.8
22
1mo ago
UEA multivariate time-series classification archive (test)
TimeSliver
Accuracy (Bio)
66.9
20
3mo ago
35 multivariate time series datasets (test)
SVM Lin.
P-Value
0
20
3mo ago
ArabicDigits
LSTM-FCN
Accuracy
100
19
3mo ago
UEA
CHARM
Average Accuracy
80.9
18
2d ago
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