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 > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0020791944125 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.1875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.24472090125 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00078139250425 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.03125 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.96225866875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.000210748843625 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 74.21875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.244058851625 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00035755518724999997 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 64.21875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 22.844518 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.21616533875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 64.21875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 29.150003124999998 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.274686495 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 61.875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 20.30683625 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.1890227225 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 61.09375 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 34.859817375 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.32988478875 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 52.34375 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 34.4930355 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.32373731 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 47.5 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 25.280098125 |
Brain Computer Interface > Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (right hand vs. feet) | AlexandreMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.23635414124999998 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 84.68838325 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 35.690736875 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 84.29081139285714 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.1239111678571425 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.03015609335714286 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 84.0994343125 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 28.6127446875 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.19801607142858 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.7105525185714285 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.006680508521428571 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 80.3845744375 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.535605484375 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 75.556908 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.697078703125 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 71.973831125 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.942208496875 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.03419226534375 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 71.444304125 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.2007145884375 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.011323257109375 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 62.982488281250006 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.6105500875 |
Brain Computer Interface > ERP > Within-Session ERP | EPFLP300 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.018060430625 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 88.82306907692308 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 254.26117153846155 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 87.28411109999999 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.33317254 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.027893668675 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 87.13865323076924 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 169.22427923076924 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.17639538461539 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 292.10557615384613 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 86.07416710000001 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.812111245 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.013847520075 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.35273161538461 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 215.27583423076925 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 70.632222375 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.6276701575 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.015362666562499998 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 68.16548655 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 12.6986916875 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.062550748675 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 67.48655605 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 7.327161445 |
Brain Computer Interface > ERP > Within-Session ERP | Sosulski2019 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0360850438 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 83.0813024 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.872752316 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0042846727000000005 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 82.9463175 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.73371116 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWNCov + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.02330993935 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 81.8696517 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 31.673819200000004 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 81.1056664 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 21.2605219 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 78.6240163 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.74386197 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | XDAWN + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00903317618 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 77.73544530000001 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 27.2078305 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.9320484 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.5074777229999999 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov(svd_n=4) + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0047693783 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 76.7858569 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1.437615323 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ERPCov + MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.007065287250000001 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 64.19801570000001 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2015-003 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 24.1188684 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.99520425 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 48.9808785 |
Brain Computer Interface > ERP > Within-Session ERP | BNCI2014-008 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | AUC-ROC | 85.91137825 |
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