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GrosseWentrup2009 MOABB
Brain Decoding on GrosseWentrup2009 MOABB
Metric: training time (s) (higher is better)
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training time (s) (best first)
training time (s) (worst first)
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#
Model
↕
training time (s)
▼
Extra Data
Paper
Date
↕
Code
1
EEGNeX
422.45747300000005
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
2
ACM + TS + SVM
325.665074
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
3
ShallowConvNet
277.2352575
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
4
TS + SVM
265.222582
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
5
TS + EL
243.142401
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
6
EEGTCNet
183.107304
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
7
FBCSP + SVM
117.8105055
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
8
EEGNet-8,2
117.19713259999999
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
9
DeepConvNet
110.56912460000001
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
10
EEGITNet
106.55474389999999
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
11
FgMDM
85.13785279999999
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
12
CSP + SVM
37.7887083
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
13
TS + LR
34.60417205
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
14
MDM
14.947136800000001
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
15
TRCSP + LDA
14.640627636
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
16
DLCSPauto + shLDA
8.404077422
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
17
LogVar + SVM
6.762669579999999
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
18
CSP + LDA
4.92442061
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
19
LogVar + LDA
4.040722504
No
The largest EEG-based BCI reproducibility study ...
2024-04-03
Code
#1
EEGNeX
SOTA
422.45747300000005
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#2
ACM + TS + SVM
325.665074
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#3
ShallowConvNet
277.2352575
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#4
TS + SVM
265.222582
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#5
TS + EL
243.142401
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#6
EEGTCNet
183.107304
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#7
FBCSP + SVM
117.8105055
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#8
EEGNet-8,2
117.19713259999999
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#9
DeepConvNet
110.56912460000001
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#10
EEGITNet
106.55474389999999
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#11
FgMDM
85.13785279999999
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#12
CSP + SVM
37.7887083
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#13
TS + LR
34.60417205
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#14
MDM
14.947136800000001
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#15
TRCSP + LDA
14.640627636
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#16
DLCSPauto + shLDA
8.404077422
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#17
LogVar + SVM
6.762669579999999
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#18
CSP + LDA
4.92442061
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code
#19
LogVar + LDA
4.040722504
training time (s)
· 2024-04-03
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
Code