Share your thoughts, 1 month free Claude Pro on us
See more
Feedback
Search any
task
Search any
task
SOTA Multivariate Time Series Classification benchmarks and papers with code | Wizwand
Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Tasks
Multivariate Time Series Classification
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Finger Movement
LPTM
Accuracy
78
49
1mo ago
UEA multivariate time-series archive (test)
iTransformer
Ethanol Concentration Score
74.7
47
1mo ago
StandWalkJump
TST
Accuracy
61
45
1mo ago
MotorImagery
TARNet
Accuracy
64
41
2mo ago
UEA 30% missing rate (test)
FlowPath
Accuracy
74.3
39
3mo ago
SelfRegulationSCP2 UEA (test)
FACTS
Accuracy
70.3
36
18d ago
HandMovementDirection
CIF
Accuracy
59.46
36
2mo ago
UEA multivariate TS classification archive Statistics without N/A 26 datasets (test)
TS2Vec
Mean Rank
5.038
34
4mo ago
PenDigits
ConvTran
Accuracy
98.71
33
4mo ago
Libras
TARNet
Accuracy
100
33
4mo ago
BasicMotions
ROCKET
Accuracy
100
32
1mo ago
NATOPS
AnchorMoE
Accuracy
97.37
32
1mo ago
Insect Wingbeat
SoftShape
Accuracy
88.8
32
1mo ago
UEA Multivariate Time Series Classification Archive
ResNet + GTA
AWR Accuracy
99
26
2mo ago
SelfRegulationSCP1 UEA-MTSCA (test)
MARS
Accuracy
91.76
25
18d ago
SelfRegSCP1
ConvTran
Accuracy
91.8
25
3mo ago
LIBRAS (test)
MLSTMFCN
Accuracy
0.97
25
1mo ago
MotorImagery UEA (test)
LinOSS
Accuracy
60
22
3mo ago
Heartbeat UEA (test)
WARP
Accuracy
80.65
22
3mo ago
Atrial Fibrillation
TARNet
Accuracy
100
22
4mo ago
ERing
HC2
Accuracy
98.89
22
4mo ago
DuckDuckGeese
AnchorMoE
Accuracy
67
22
1mo ago
Cricket
ROCKET
Accuracy
100
22
1mo ago
Racket Sports
AnchorMoE
Accuracy
92.11
22
1mo ago
Heartbeat
AnchorMoE
Accuracy
80.97
22
1mo ago
Showing 25 of 155 rows
25 / page
50 / page
100 / page
1
2
3
4
5
6
7
Search any
task
Search any
task
Privacy Policy
Terms of Service
FAQs
Swarm Docs
