Cross-subject Binary Classification on HighGamma MI EEG
0.7903AccuracyBFT-A
Evaluation results
| Method | Links | |
|---|---|---|
| BFT-ACategory=TTA w/o BP2026.01 | 0.7903 | |
| BFT-DCategory=TTA w/o BP2026.01 | 0.7854 | |
| BN-adaptCategory=TTA w/o BP2026.01 | 0.7823 | |
| MEMOCategory=TTA w/ BP2026.01 | 0.7819 | |
| Aug-MeanCategory=TTA w/o BP2026.01 | 0.7809 | |
| LAMECategory=TTA w/o BP2026.01 | 0.7774 | |
| SHOT-IMCategory=UDA2026.01 | 0.7772 | |
| Aug-NoiseCategory=TTA w/o BP2026.01 | 0.7772 | |
| Aug-ScaleCategory=TTA w/o BP2026.01 | 0.7756 | |
| EEGNetCategory=w/o TL2026.01 | 0.7755 | |
| MC DropoutCategory=TTA w/o BP2026.01 | 0.7755 | |
| T-TIMECategory=TTA w/ BP2026.01 | 0.7742 | |
| Aug-FreqCategory=TTA w/o BP2026.01 | 0.7721 | |
| PLCategory=TTA w/ BP2026.01 | 0.76 | |
| Aug-SlideCategory=TTA w/o BP2026.01 | 0.7565 | |
| MDDCategory=UDA2026.01 | 0.7543 | |
| DANCategory=UDA2026.01 | 0.7542 | |
| DANNCategory=UDA2026.01 | 0.7541 | |
| JANCategory=UDA2026.01 | 0.7404 | |
| EEGNet (w/o Aug.)Category=w/o TL2026.01 | 0.7403 | |
| CDAN-ECategory=UDA2026.01 | 0.7394 | |
| SARCategory=TTA w/ BP2026.01 | 0.7164 | |
| TentCategory=TTA w/ BP2026.01 | 0.7161 | |
| CSP-LDACategory=w/o TL2026.01 | 0.6746 | |
| MCCCategory=UDA2026.01 | 0.6625 | |
| T3ACategory=TTA w/o BP2026.01 | 0.611 | |
| LAtteEvaluation Protocol=LOSO2026.03 | 0.4231 | |
| TCFormerEvaluation Protocol=LOSO2026.03 | 0.3984 | |
| CBraModEvaluation Protocol=LOSO2026.03 | 0.3526 |