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Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.21616533875
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
64.21875
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
29.150003124999998
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.274686495
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
61.875
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
20.30683625
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.1890227225
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
61.09375
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
34.859817375
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.32988478875
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
52.34375
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
34.4930355
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.32373731
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
47.5
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
25.280098125
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
AlexandreMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.23635414124999998
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
25.291020102752295
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.013059559739449542
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
Accuracy
59.934408990825695
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
2.2208920137614676
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0010041190067889907
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
Accuracy
58.55441266055046
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
48.31867250642202
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0243752586293578
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
58.458600238532114
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
92.28611607692308
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.330426302205128
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
56.68057317948718
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.204224353211009
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002020601044036697
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
Accuracy
55.0438009174312
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
1190.5449858715597
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.9742764488073394
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
48.51775490825688
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
8.780583234862386
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0054728938412844045
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
Accuracy
47.73427576146789
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
8.482141944036696
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.005456309299082569
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
Accuracy
46.84880671559633
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
68.7581273853211
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.06618156533027524
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
45.493503000000004
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
6.167569839633027
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.003281270780733945
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
MDM
https://arxiv.org/abs/2404.15319v1
Accuracy
42.96454042201835
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
15.891879321100918
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.038677560009174314
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
41.87124210091743
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
10.598362683486238
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.024848891426605502
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
Accuracy
29.03593889908257
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
14.11812210091743
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.034966375495412844
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
27.682707357798165
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
22.783741321100916
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.059308609688073395
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
Accuracy
26.68615756880734
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
13.559821752293578
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.4149273854862385
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
Accuracy
26.154798385321104
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
18.127433243119267
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.7750069540733944
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
PhysionetMotorImagery MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
Accuracy
25.790262357798166
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
335.21023
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
6.1498658200000005
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
64.3835718
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
34.0226515
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0319534623
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
Accuracy
63.840714199999994
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
2.12094548
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00205973584
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
Accuracy
62.762142
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
15.092744999999999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.014714955200000001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
61.469286499999995
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.4260148399999997
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00332279971
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
Accuracy
56.9400009
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
100.2113981
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
22.743277258
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
Accuracy
48.9364276
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
37.9020129
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.030076381000000003
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
45.212857299999996
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
677.4126650000001
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.5357583659999999
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
Accuracy
44.0792858
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
4.84518394
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0037056161800000003
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
Accuracy
39.4492859
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
4.82886682
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00369364373
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
Accuracy
38.8442857
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
34.2388724
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
10.5262206565
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
Accuracy
35.3514286
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
2.01196917
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00188059405
Within-Session Motor Imagery > Within-Session Motor Imagery (all classes)
Weibo2014 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
Accuracy
33.4078569