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 | BNCI2014-008 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 31.55059125 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.609029625 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.160695075 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.035406213775 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.856046375 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 47.301771625 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.244593125 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 5.2152112625000004 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0257013525 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 81.07391687500001 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 27.2347555 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.619541 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.5414688625 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0075848861750000005 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 75.424771125 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.014923625 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.009542170825 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 74.298471 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.4383516875 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0120071045 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.677777575 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.85638401025 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.008065587075 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 89.4212960952381 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 22.83087557142857 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 89.3339950952381 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 23.31658614285714 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 88.529687375 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.18693414675 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0017226343375000002 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.3244051904762 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.87339438095238 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.757379 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.7168895120000001 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0067425482250000005 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.674825575 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.30020958225 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0027964518625 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.03306880952381 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 13.902749985714287 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 67.159201475 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.3639022155 |
Brain Computer Interface > ERP > Within-Session ERP | Cattan2019-VR MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0033990314475 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 93.05381111627908 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.1127921527131783 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.010436311162015504 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 92.56596253488371 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.4988526374418605 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0024371379224806203 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.70906591472868 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 19.85593708914729 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 87.61770750387598 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 199.32986724031008 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.79717793023256 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 14.414908054263565 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.01716807751939 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.9502074596899224 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.019448981011627904 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.92098565891473 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.560524827751938 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0052664793930232556 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.01550499224807 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.7962977278294574 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0039047394186046513 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 59.55947582945736 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2015a MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.322640255813955 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.46594386111111 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 9.940868125 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.07899148369444445 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 98.17509305555555 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 78.75188250000001 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 97.78393108333331 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 5.015010133333333 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.02470122563888889 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 97.53628586111111 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 32.70688272222222 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.16110926027777778 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 96.608676 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.9697683444444447 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.03743309013888889 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 95.14819502777779 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 31.349976444444444 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.1544211313888889 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 89.71045811111111 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1587.3318289166666 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 87.6017086111111 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2489.9952416666665 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.54384258333333 |
Brain Computer Interface > ERP > Within-Session ERP | Huebner2018 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4893.720471111111 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 90.98646704 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.4309155479999998 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.007038169084 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 89.64630072 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 19.83932564 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 88.21925356 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.3440682904 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.001676014172 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 88.21605579999999 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 43.42852808000001 |
Brain Computer Interface > ERP > Within-Session ERP | BrainInvaders2012 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 87.1327338 |
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