EEG Classification on BCI2a LOSO (test)
34.02Mean Test AccuracySPDTransNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPDTransNetFolds=9, Evaluation Protocol=Leave-One-Subject-Out, Bandpass filtering range=4–40 Hz2026.01 | 34.02 | 8.67 | — | |
| Euclidean TransformerFolds=9, Evaluation Protocol=Leave-One-Subject-Out, Bandpass filtering range=4–40 Hz2026.01 | 30.56 | 6.09 | — | |
| Log-Euclidean TransformerFolds=9, Evaluation Protocol=Leave-One-Subject-Out, Bandpass filtering range=4–40 Hz2026.01 | 30.49 | 6.09 | — | |
| BWSPD-TransformerFolds=9, Evaluation Protocol=Leave-One-Subject-Out, Bandpass filtering range=4–40 Hz2026.01 | 29.81 | 5.43 | — | |
| SPDNetFolds=9, Evaluation Protocol=Leave-One-Subject-Out, Bandpass filtering range=4–40 Hz2026.01 | 27.74 | 0.73 | — |