Task 1 on SADT
81.7AccuracyDS-MTNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DS-MTNetCategory=Multi-task methods2026.07 | 81.7 | 81.31 | |
| CGC+EEGNetCategory=Multi-task methods2026.07 | 80.17 | 79.83 | |
| FBCNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 79.93 | 79.62 | |
| MMoE+EEGNetCategory=Multi-task methods2026.07 | 79.29 | 78.93 | |
| EEGNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 77.56 | 77.2 | |
| Multi-task EEGNetCategory=Multi-task methods2026.07 | 77.35 | 77.12 | |
| ATCNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 76.97 | 76.11 | |
| ShallowConvNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 76.8 | 76.18 | |
| EEG ConformerCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 69.63 | 68.37 | |
| FBCSP-SVMCategory=Traditional methods2026.07 | 62.48 | 59.06 | |
| CSP-SVMCategory=Traditional methods2026.07 | 57.35 | 53.97 |