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Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
75.07222222222222
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
2.7125740925925927
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.4983456616666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
73.83148148148148
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
4.534608688425926
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0023018676362962964
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.64722222222223
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
19.933118574074072
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.08747840010185186
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
70.22962962962963
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.1416363901851856
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.00100529917
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
66.21296296296296
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
6.251461617777778
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0026458692239444445
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
65.67222222222222
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
14.961433282407407
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.06521628261574074
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
59.166666666666664
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
19.277117560185186
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.08459861206481481
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
55.681481481481484
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
17.962674342592592
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.07880292099074075
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
55.12222222222223
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
39.780105
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Lee2019-MI MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.17330265775
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
95.65019116666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
18.007408791666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ShallowConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.1549817675
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
95.18760766666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
4.912889991666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.13623877575
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.84044641666665
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
training time (s)
13.72778775
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNet-8,2
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.11864727041666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.41753624999998
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
training time (s)
13.273857999999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DeepConvNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.11453622516666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.35313333333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
3.7908793
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0018601271058333332
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.16005008333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
2.283726725
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0007884223154166666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
93.533263
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
2.9101597717500005
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TRCSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0009910642599999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
93.37149766666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.204099866666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0025104166216666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
93.14890566666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
1.3644024541666664
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0006859483835833334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
92.96259333333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
10.441263425
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
CSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.006482190183333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
92.63712633333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
0.6734122016666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.12367576549999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
92.55652333333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
training time (s)
6.522374073333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
DLCSPauto + shLDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0033206487941666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
92.5358025
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
training time (s)
2.4993543233333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0012211545708333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
90.7018375
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.702021107499999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
MDM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0022293055558333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
88.46995433333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
5.637304889999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0020454070625
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
AUC-ROC
88.38607883333333
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
training time (s)
3.2995239900000004
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
LogVar + LDA
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0012580402871666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
82.2366395
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
training time (s)
16.823401416666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGTCNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.16067158750000002
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
AUC-ROC
69.41324841666666
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
training time (s)
14.432597083333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGITNet
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.12495182708333334
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
AUC-ROC
61.559105
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
training time (s)
20.40160175
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (left hand vs. right hand)
Zhou2016 MOABB
EEGNeX
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.17477492000000003
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
97.25585694444443
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
33.48545766666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
ACM + TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.8372758266666667
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.44897994444445
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
training time (s)
2.885060657222222
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + LR
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0007312805027777778
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.44784577777777
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
training time (s)
4.854808299999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + EL
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0018545968405555553
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
94.00944755555555
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
3.3391828388888887
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
TS + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.0013835059555555556
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
93.54648549999999
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
training time (s)
1.324833988888889
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
FBCSP + SVM
https://arxiv.org/abs/2404.15319v1
CO2 Emission (g)
0.24335663111111114
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet)
BNCI2014-001 MOABB
FgMDM
https://arxiv.org/abs/2404.15319v1
AUC-ROC
93.52191866666666