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Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
86.52888920000001
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
277.2352575
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
2.3070343
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
83.0155557
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
117.19713259999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.9723642659999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.382222
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
110.56912460000001
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.9234428940000001
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
GrosseWentrup2009 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
81.7311101
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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
Motor Imagery > 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