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Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
6.762669579999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00362474352
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
79.6511118
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
117.8105055
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
21.6308037
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
78.7111117
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
4.040722504
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.000772556251
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
78.2866669
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
14.640627636
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002421635666
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
77.8066665
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
37.7887083
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0356465945
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.4377781
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
4.92442061
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.000984520588
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
76.4022231
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
8.404077422
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.001667790323
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
72.18666590000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
106.55474389999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.8872510549999999
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
68.4511113
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
183.107304
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
1.518727995
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
64.291111
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
14.947136800000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.01076914422
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
56.99555540000001
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
422.45747300000005
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
3.4729265
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
72.29885057471265
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
6.032976467126437
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0031280651400344825
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.97701149425288
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
18.935673712643677
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.44081082241379316
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.86206896551724
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
12.416171135632183
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.006155834353908047
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.3448275862069
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
5.865132493643678
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002772973099505747
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.11494252873564
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
9.313418644827586
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.005158950352873563
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
69.3103448275862
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
4.086728204942529
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0020542086796666668
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
68.67816091954023
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
7.833182418390805
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00418902949183908
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
68.44827586206897
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
7.287723882183908
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00357418835862069
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
67.29885057471265
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
5.785437376344828
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0028938624342988504
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
65.63218390804599
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
0.29933049333333334
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.05493400862068966
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
62.98850574712643
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
6.130959453310345
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.002936805686195402
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
61.7816091954023
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
7.392233189712644
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0037351209763448272
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
61.37931034482759
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
7.829565021494252
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00378480009954023
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
60.80459770114942
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
73.86500129885057
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
13.571865731034483
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
57.98850574712644
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
53.113962264367814
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
9.758972163218392
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
56.03448275862068
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
28.097837931034483
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
5.162565710344827
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
52.18390804597701
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
47.200400390804596
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
8.672446098850575
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
51.26436781609196
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
118.47680619540229
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
21.768854620689655
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
49.02298850574712
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
88.2030973908046
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Shin2017A MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
16.20613807471264
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
88.70422614285715
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
327.9551457142857
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
9.49335965
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
88.64610935714285
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
27.018976428571428
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.044947839499999996
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.64284414285714
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
11.905010892857144
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.020339250814285715
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
87.21996714285714
Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Schirrmeister2017 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
8.187318035714286