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 > SSVEP > Within-Session SSVEP | Lee2019-SSVEP MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 33.26947674074074 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Lee2019-SSVEP MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | Accuracy | 64.42592592592592 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Lee2019-SSVEP MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 13.879997119444445 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 70.89385925 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.16333881583333335 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002602688875 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | Accuracy | 70.86472991666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.13897842158333332 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0021011706583333335 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 68.94949916666667 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.130249698 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | SSVEP_TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0022165178750000003 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 54.420178166666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.559657266666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | Accuracy | 43.5187945 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 7.561273683333333 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 34.20391266666667 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.27882464583333333 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | TRCA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0019902593416666666 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 33.87684483333333 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 0.07858161266666668 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | CCA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0005601459183333333 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | Accuracy | 31.35680125 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 10.771992875 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 24.79779866666667 |
Brain Computer Interface > SSVEP > Within-Session SSVEP | Kalunga2016 MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.9656671333333335 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | training time (s) | 25.291020102752295 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.013059559739449542 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | Accuracy | 59.934408990825695 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.2208920137614676 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0010041190067889907 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | Accuracy | 58.55441266055046 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 48.31867250642202 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0243752586293578 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 58.458600238532114 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 92.28611607692308 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.330426302205128 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 56.68057317948718 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.204224353211009 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.002020601044036697 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 55.0438009174312 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 1190.5449858715597 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 1.9742764488073394 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 48.51775490825688 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.780583234862386 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0054728938412844045 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 47.73427576146789 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 8.482141944036696 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.005456309299082569 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DLCSPauto + shLDA | https://arxiv.org/abs/2404.15319v1 | Accuracy | 46.84880671559633 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 68.7581273853211 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.06618156533027524 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 45.493503000000004 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 6.167569839633027 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.003281270780733945 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | MDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 42.96454042201835 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.891879321100918 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.038677560009174314 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 41.87124210091743 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | training time (s) | 10.598362683486238 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.024848891426605502 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNet-8,2 | https://arxiv.org/abs/2404.15319v1 | Accuracy | 29.03593889908257 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 14.11812210091743 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.034966375495412844 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | DeepConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 27.682707357798165 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | training time (s) | 22.783741321100916 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.059308609688073395 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGNeX | https://arxiv.org/abs/2404.15319v1 | Accuracy | 26.68615756880734 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 13.559821752293578 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.4149273854862385 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGITNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 26.154798385321104 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 18.127433243119267 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 2.7750069540733944 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | PhysionetMotorImagery MOABB | EEGTCNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 25.790262357798166 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 335.21023 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 6.1498658200000005 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ACM + TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 64.3835718 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | training time (s) | 34.0226515 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0319534623 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + EL | https://arxiv.org/abs/2404.15319v1 | Accuracy | 63.840714199999994 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | training time (s) | 2.12094548 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00205973584 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + LR | https://arxiv.org/abs/2404.15319v1 | Accuracy | 62.762142 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 15.092744999999999 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.014714955200000001 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | TS + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 61.469286499999995 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 3.4260148399999997 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.00332279971 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FgMDM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 56.9400009 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | training time (s) | 100.2113981 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 22.743277258 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | ShallowConvNet | https://arxiv.org/abs/2404.15319v1 | Accuracy | 48.9364276 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 37.9020129 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.030076381000000003 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | FBCSP + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 45.212857299999996 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | training time (s) | 677.4126650000001 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.5357583659999999 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | CSP + SVM | https://arxiv.org/abs/2404.15319v1 | Accuracy | 44.0792858 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | training time (s) | 4.84518394 |
Motor Imagery > Within-Session Motor Imagery > Within-Session Motor Imagery (all classes) | Weibo2014 MOABB | CSP + LDA | https://arxiv.org/abs/2404.15319v1 | CO2 Emission (g) | 0.0037056161800000003 |
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