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Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
126.255782
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
35.190156514
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
Accuracy
30.215714
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
43.4866037
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
13.394392257000002
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
Accuracy
25.7807146
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
73.0829022
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
30.440530905000003
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
24.1678569
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
47.42458
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
15.281205185
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
Accuracy
17.9464288
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
2.749322665
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0013501269012499999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
Accuracy
69.79166675
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
7.6877846125
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.18950154875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
69.5833345
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
1.85145594625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.000786763229625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
Accuracy
69.16666637499999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.3987408749999997
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00173950673625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
67.916665875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
0.743955544625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00038144418074999997
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
Accuracy
65.62500112500001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
19.6318726375
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.005079346375
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
65.0
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
44.612727875000004
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.03446902725
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
62.91666625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
1.0782176175
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0005938407575
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
Accuracy
61.041666500000005
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
0.6206318012500001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0003630056075
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
Accuracy
60.62500012500001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
1.6782885705
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.000925614838125
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
Accuracy
60.62499999999999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
12.9602863125
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
3.21283768775
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
50.00000075
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
9.24752825
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.673163054
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
Accuracy
43.958333875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
9.8963939375
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
3.1961726155
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
Accuracy
37.708333625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
8.58771105
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.546965218875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
37.7083335
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
9.4757763125
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.109086602625
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
Accuracy
36.041667
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
9.205565762500001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.198906455875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
Accuracy
34.166666875
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
73.50212961111112
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.7743017888888888
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
77.88163016666667
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
45.877247277777776
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.394738715
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
72.47227177777778
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
13.852831627777778
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.006551190227777778
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
Accuracy
72.38119294444444
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
19.167550810555554
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.004666705854444444
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
Accuracy
71.97351649999999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
66.23056458333332
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.01799459135
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
70.75586455555556
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
59.714323183333335
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.014329298037222223
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
Accuracy
70.14149394444445
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
147.7146591111111
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.1285738541111111
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
66.88411633333334
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.445951
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.004104928794444445
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
66.52618122222222
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
9.741079583888888
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0028627887866666665
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
Accuracy
66.3070505
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
52.462251144444444
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.010921193731666667
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
Accuracy
65.994152
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
75.09591532444445
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.012491149514444445
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
Accuracy
61.600793277777775
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
21.723354222222223
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.1871718811111111
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
Accuracy
60.46380244444445
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
62.59321944444444
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.5342137127777778
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
Accuracy
45.61672333333334
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
BNCI2014-001 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
33.0790875