HyperAI

Within Session Motor Imagery All Classes On 2

Metrics

Accuracy
CO2 Emission (g)
training time (s)

Results

Performance results of various models on this benchmark

Comparison Table
Model NameAccuracyCO2 Emission (g)training time (s)
the-largest-eeg-based-bci-reproducibility-171.973516499999990.00466670585444444419.167550810555554
the-largest-eeg-based-bci-reproducibility-166.884116333333340.1285738541111111147.7146591111111
the-largest-eeg-based-bci-reproducibility-135.292733555555560.1588473622222222318.38852738888889
the-largest-eeg-based-bci-reproducibility-170.141493944444450.01432929803722222359.714323183333335
the-largest-eeg-based-bci-reproducibility-145.616723333333340.534213712777777862.59321944444444
the-largest-eeg-based-bci-reproducibility-172.472271777777780.39473871545.877247277777776
the-largest-eeg-based-bci-reproducibility-165.9941520.01092119373166666752.462251144444444
the-largest-eeg-based-bci-reproducibility-172.381192944444440.00655119022777777813.852831627777778
the-largest-eeg-based-bci-reproducibility-166.30705050.00286278878666666659.741079583888888
the-largest-eeg-based-bci-reproducibility-141.646165444444440.2863994605555555433.0790875
the-largest-eeg-based-bci-reproducibility-161.6007932777777750.01249114951444444575.09591532444445
the-largest-eeg-based-bci-reproducibility-135.546817333333340.157893577777777818.299775611111112
the-largest-eeg-based-bci-reproducibility-166.526181222222220.0041049287944444455.445951
the-largest-eeg-based-bci-reproducibility-160.463802444444450.187171881111111121.723354222222223
the-largest-eeg-based-bci-reproducibility-170.755864555555560.0179945913566.23056458333332
the-largest-eeg-based-bci-reproducibility-177.881630166666671.774301788888888873.50212961111112