paper-with-me

Within-Session SSVEP 벤치마크

Within-Session SSVEP on Wang2016 MOABB

15개 결과 · ⬇ CSV · JSON

Accuracy

54.77 65.82 76.87 87.92 98.97 2024-04 2026-09 TRCA — 98.97058994117646 (2024-04-03) CCA — 88.22303944117647 (2024-04-03) SSVEP_TS + LR — 67.52450958823529 (2024-04-03) SSVEP_TS + SVM — 59.58333323529412 (2024-04-03) SSVEP_MDM — 54.76715661764706 (2024-04-03) TRCA — 98.97058994117646 (2024-04-03) CCA — 88.22303944117647 (2024-04-03) SSVEP_TS + LR — 67.52450958823529 (2024-04-03) SSVEP_TS + SVM — 59.58333323529412 (2024-04-03) SSVEP_MDM — 54.76715661764706 (2024-04-03) TRCA — 98.97058994117646 (2024-04-03) CCA — 88.22303944117647 (2024-04-03) SSVEP_TS + LR — 67.52450958823529 (2024-04-03) SSVEP_TS + SVM — 59.58333323529412 (2024-04-03) SSVEP_MDM — 54.76715661764706 (2024-04-03) TRCA — 98.97058994117646 (2024-04-03)
RankModel Accuracytraining time (s)CO2 Emission (g) PaperCodeYear
1 TRCA 98.9705899411764651.1688032941176440.35510938491176475 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
2 CCA 88.2230394411764735.9582320588235260.25679755529411763 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
3 SSVEP_TS + LR 67.5245095882352923.874558082352940.014626497973529412 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
4 SSVEP_TS + SVM 59.5833332352941227.3719701647058820.016185734488235293 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
5 SSVEP_MDM 54.7671566176470619.767842323529410.014037612047058824 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
6 TRCA 98.9705899411764651.1688032941176440.35510938491176475 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
7 CCA 88.2230394411764735.9582320588235260.25679755529411763 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
8 SSVEP_TS + LR 67.5245095882352923.874558082352940.014626497973529412 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
9 SSVEP_TS + SVM 59.5833332352941227.3719701647058820.016185734488235293 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
10 SSVEP_MDM 54.7671566176470619.767842323529410.014037612047058824 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
11 TRCA 98.9705899411764651.1688032941176440.35510938491176475 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
12 CCA 88.2230394411764735.9582320588235260.25679755529411763 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
13 SSVEP_TS + LR 67.5245095882352923.874558082352940.014626497973529412 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
14 SSVEP_TS + SVM 59.5833332352941227.3719701647058820.016185734488235293 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
15 SSVEP_MDM 54.7671566176470619.767842323529410.014037612047058824 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark NeuroTechX/moabb 2024
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