Binary Classification on ZHOU Subject S4 2016
90AccuracyMCC
Evaluation results
| Method | Links | |
|---|---|---|
| MCCCategory=UDA2026.01 | 90 | |
| T-TIMECategory=TTA w/ BP2026.01 | 86.3 | |
| PLCategory=TTA w/ BP2026.01 | 85.18 | |
| SARCategory=TTA w/ BP2026.01 | 85.18 | |
| BFT-A (ours)Category=TTA w/o BP2026.01 | 84.08 | |
| SHOT-IMCategory=UDA2026.01 | 84.07 | |
| CDAN-ECategory=UDA2026.01 | 82.96 | |
| CSP-LDACategory=w/o TTA2026.01 | 82.22 | |
| BFT-D (ours)Category=TTA w/o BP2026.01 | 82.22 | |
| MEMOCategory=TTA w/ BP2026.01 | 81.11 | |
| TentCategory=TTA w/ BP2026.01 | 81.11 | |
| EEGNet (w/o Aug.)Category=w/o TTA2026.01 | 80.74 | |
| JANCategory=UDA2026.01 | 80.37 | |
| BN-adaptCategory=TTA w/o BP2026.01 | 80.37 | |
| Aug-FreqCategory=TTA w/o BP2026.01 | 80.37 | |
| Aug-SlideCategory=TTA w/o BP2026.01 | 80.37 | |
| Aug-MeanCategory=TTA w/o BP2026.01 | 80.37 | |
| Aug-NoiseCategory=TTA w/o BP2026.01 | 80 | |
| EEGNetCategory=w/o TTA2026.01 | 79.63 | |
| MC DropoutCategory=TTA w/o BP2026.01 | 79.63 | |
| LAMECategory=TTA w/o BP2026.01 | 79.26 | |
| Aug-ScaleCategory=TTA w/o BP2026.01 | 79.26 | |
| DANNCategory=UDA2026.01 | 77.41 | |
| DANCategory=UDA2026.01 | 75.56 | |
| MDDCategory=UDA2026.01 | 74.81 | |
| T3ACategory=TTA w/o BP2026.01 | 56.3 |