task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 17.70060197727273 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.08719968354545454 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 73.19578579545454 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 50.65970795454545 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 92.71220376712328 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.2172368082191782 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.005985859813698631 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.96501701369863 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.30659427246575344 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.001490637705479452 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.01125384931507 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 16.593567684931507 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 88.61672143835617 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 25.649349828767125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.40249767123287 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 13.898916060273972 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.06941052054795 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.22355115438356163 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002071112097260274 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.58733515068494 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.0407688483561643 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.005112474912328768 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.74075019178083 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.5100849124657535 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0024966474219178083 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 74.50491942465753 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2013a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 9.185006005479453 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.68678031578948 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 10.07638602631579 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.06488028365789474 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.28146008108108 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 73.38250045945946 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.07393668421052 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.846665142105263 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.02386866539473684 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 97.74267144736841 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 25.946418210526314 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.12781473060526316 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 96.20552692105264 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.081931507894737 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.03857930394736842 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 95.78304654054055 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 675.4294938108109 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 94.469262 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 27.91168176315789 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.13750907568421053 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.959699 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1543.135988162162 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.73031656756756 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2017 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4185.744198918919 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 91.88114464864864 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.932672401891892 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.004579043135135135 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 91.58241135135135 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.2431399435135135 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0011774970894594596 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.26866734210526 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.856247092105264 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.87045207894737 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 18.323774763157896 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.72681281081081 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.44246931054054056 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0021593195945945947 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.14453618421052 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 11.691945342105264 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.56550172972973 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.7454204 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.008591208308108108 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.47954105405405 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.2674589289189189 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002490634086486486 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 63.752483210526314 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014b MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.105964836842105 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 99.19753077777779 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 5.9494875333333335 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.04248703377777777 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 92.53086377777778 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.9963089366666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.007113911222222223 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | Accuracy | 87.22222211111111 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.598894566666667 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.08959895766666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 86.29629577777777 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.098129833333334 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.07978009122222222 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | Accuracy | 82.65431844444444 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 35.36092722222222 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 80.86419722222222 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.040663722222222 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 78.76543211111111 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 5.3561836 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.10513940711111111 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 57.469136 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.811167988888889 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | Accuracy | 44.135803 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Nakanishi2015 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.711782822222222 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | MAMEM3 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | Accuracy | 42.1 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | MAMEM3 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.46499837 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | MAMEM3 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.026997567 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | MAMEM3 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 40.199999999999996 |
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