Task 2 on SADT
85.12AccuracyDS-MTNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DS-MTNetCategory=Multi-task methods2026.07 | 85.12 | 85.09 | |
| CGC+EEGNetCategory=Multi-task methods2026.07 | 82.47 | 82.36 | |
| MMoE+EEGNetCategory=Multi-task methods2026.07 | 82.24 | 82.08 | |
| ATCNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 81.62 | 81.29 | |
| EEGNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 81.38 | 81.25 | |
| Multi-task EEGNetCategory=Multi-task methods2026.07 | 80.81 | 80.7 | |
| ShallowConvNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 80.14 | 79.98 | |
| FBCNetCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 79.67 | 79.17 | |
| EEG ConformerCategory=Single-task methods, Training Mode=Single-task (×3)2026.07 | 67.62 | 65.46 | |
| FBCSP-SVMCategory=Traditional methods2026.07 | 61.62 | 58.14 | |
| CSP-SVMCategory=Traditional methods2026.07 | 57.65 | 52.28 |