Cross-subject Binary Classification on BNCI2014001 (cross-subject)
79.91AccuracyMCC
Evaluation results
| Method | Links | |
|---|---|---|
| MCCCategory=UDA2026.01 | 79.91 | |
| SHOT-IMCategory=UDA2026.01 | 79.22 | |
| T-TIMECategory=TTA w/ BP2026.01 | 79.22 | |
| CDAN-ECategory=UDA2026.01 | 78.76 | |
| BFT-ACategory=TTA w/o BP2026.01 | 77.8 | |
| BFT-DCategory=TTA w/o BP2026.01 | 77.47 | |
| SARCategory=TTA w/ BP2026.01 | 77.37 | |
| DANCategory=UDA2026.01 | 77.24 | |
| PLCategory=TTA w/ BP2026.01 | 77.13 | |
| BN-adaptCategory=TTA w/o BP2026.01 | 76.94 | |
| MEMOCategory=TTA w/ BP2026.01 | 76.8 | |
| MC DropoutCategory=TTA w/o BP2026.01 | 76.52 | |
| EEGNetCategory=w/o TL2026.01 | 76.49 | |
| MDDCategory=UDA2026.01 | 76.44 | |
| Aug-ScaleCategory=TTA w/o BP2026.01 | 76.34 | |
| Aug-MeanCategory=TTA w/o BP2026.01 | 76.31 | |
| Aug-NoiseCategory=TTA w/o BP2026.01 | 76.21 | |
| Aug-FreqCategory=TTA w/o BP2026.01 | 76.13 | |
| DANNCategory=UDA2026.01 | 75.59 | |
| LAMECategory=TTA w/o BP2026.01 | 75.41 | |
| EEGNet (w/o Aug.)Category=w/o TL2026.01 | 75.39 | |
| JANCategory=UDA2026.01 | 74.9 | |
| TentCategory=TTA w/ BP2026.01 | 74.56 | |
| CSP-LDACategory=w/o TL2026.01 | 72.76 | |
| Aug-SlideCategory=TTA w/o BP2026.01 | 69.81 | |
| T3ACategory=TTA w/o BP2026.01 | 69.75 |