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 | BrainInvaders2012 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 16.79750712 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 79.01510372 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.3691924696 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.003451275416 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.76657744 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.5751372879999999 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.007749152372 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.06215808 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 12.831535652 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 64.411995 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.4368925492 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002132688384 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.40814827777777 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 18.539845689814815 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.17517531703703704 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 97.85841548148149 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 109.5753095 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 97.70259957407407 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.865101517592594 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.04369601411111111 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 96.81215804629629 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 468.54065999999995 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 96.45206821296297 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 28.108453657407406 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.13853210805555555 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.47109035185186 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 9.584082125 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.09060789349074073 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.4085946574074 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4598.484442222222 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 74.43493880555556 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 127.87080321296297 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.6299353016666667 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 70.27269508333333 |
Brain Computer Interface > ERP > Within-Session ERP | Lee2019-ERP MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6374.80394962963 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.65828684375 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 22.878644265625 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.766639203125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.4124490578125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0118778180875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.082494609375 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 40.16552703125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.089285546875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 17.4438248203125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.87908620312501 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.55664274078125 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002724634465625 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 72.112766 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.593198109375 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0055548682296875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 71.61664846875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.19471158046875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0108043912796875 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 66.600249390625 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.09766276640625 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00539390185625 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 63.189278171874996 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2014a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 11.1103096703125 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 93.42633376666666 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.2433190566666668 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0059379570460000005 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 92.20581209999999 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 14.687204666666666 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 92.0386331 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.31271911366666666 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00151833076 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 91.3685305 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 11.758606149999999 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.57953203333334 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 14.724422183333333 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.12375750000001 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 10.642818243333332 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 84.51730606666668 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.27403514700000003 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0025560880933333334 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 81.155062 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.1838480853333333 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00581838295 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 64.0324565 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.4082341586666667 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-009 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.001991239006666667 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 84.55596702272726 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.7821148 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.043256562954545455 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.47637268181818 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.9377388022727273 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.009540853547727273 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.33420745454546 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 51.57266440909091 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.65727052272726 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 36.372572295454546 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 81.59775325 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 105.33800122727274 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.22383009090909 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.902407668181818 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.03399095902272727 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.09262879545456 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.337742318181818 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.022060082954545455 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015b MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 75.03742063636363 |
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