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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
Finger Movement
LPTM
Accuracy
78
39
4d ago
UEA multivariate TS classification archive Statistics without N/A 26 datasets (test)
TS2Vec
Mean Rank
5.038
34
4d ago
PenDigits
ConvTran
Accuracy
98.71
33
4d ago
Libras
TARNet
Accuracy
100
33
4d ago
MotorImagery
TARNet
Accuracy
64
28
4d ago
StandWalkJump
TST
Accuracy
61
22
4d ago
Atrial Fibrillation
TARNet
Accuracy
100
22
4d ago
ERing
HC2
Accuracy
98.89
22
4d ago
BasicMotions
ROCKET
Accuracy
100
22
4d ago
NATOPS
TST
Accuracy
95
22
4d ago
Articulary Word
ROCKET
Accuracy
99.33
22
4d ago
UEA multivariate time-series classification archive (test)
TimeSliver
Accuracy (Bio)
66.9
20
4d ago
35 multivariate time series datasets (test)
SVM Lin.
P-Value
0
20
4d ago
ArabicDigits
LSTM-FCN
Accuracy
100
19
4d ago
UEA Multivariate Time Series Classification Archive
ResNet + GTA
AWR Accuracy
99
17
4d ago
JapaneseVowels
MLSTM-FCN
Accuracy
100
16
4d ago
Occupancy
TST
Accuracy
0.881
15
4d ago
HAR
MLSTM-FCN
Accuracy
96.71
15
4d ago
UEA Multivariate TS Classification Archive 29 datasets (test)
VQShape
Mean Accuracy
72.3
14
4d ago
HandMovementDirection
CIF
Accuracy
59.46
14
4d ago
Arabic Digits (test)
FCN128-LS2T64
Accuracy
99.7
14
4d ago
Japanese Vowels (test)
MLSTMFCN
Accuracy
100
14
4d ago
WAFER (test)
MUSE
Accuracy
0.997
13
4d ago
SHAPES (test)
ARKERNEL
Accuracy
100
13
4d ago
LIBRAS (test)
MLSTMFCN
Accuracy
0.97
13
4d ago
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