Motor Imagery Decoding on EEGMMI (Leave-One-Subject-Out)
72.3AccuracyEVA-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EVA-NetExperimental Setup=Leave-One-Subject-Out2026.06 | 72.3 | 70.8 | 0.7 | |
| EEGNetExperimental Setup=Leave-One-Subject-Out2026.06 | 63.64 | 62.67 | 0.51 | |
| EEGCCTExperimental Setup=Leave-One-Subject-Out2026.06 | 63.34 | — | — | |
| EEG ConformerExperimental Setup=Leave-One-Subject-Out2026.06 | 62.56 | 61.4 | 0.5 | |
| ShallowConvNetExperimental Setup=Leave-One-Subject-Out2026.06 | 60.79 | 60.8 | 0.57 | |
| MSVTNetExperimental Setup=Leave-One-Subject-Out2026.06 | 53 | 55.2 | 0.42 |