Motor Imagery Classification on Zuo 30 subj. 2025
92.9Balanced AccuracySubject-Specific LoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| Subject-Specific LoRAModel=REVE2026.07 | 92.9 | |
| Stacked LoRAModel=REVE2026.07 | 92.9 | |
| Global LoRAModel=REVE2026.07 | 90.8 | |
| Stacked LoRAModel=LUNA2026.07 | 87.2 | |
| Linear ProbingModel=REVE2026.07 | 87 | |
| Subject-Specific LoRAModel=LUNA2026.07 | 86.8 | |
| Stacked LoRAModel=LaBraM2026.07 | 86.1 | |
| Global LoRAModel=LaBraM2026.07 | 84.9 | |
| Global LoRAModel=LUNA2026.07 | 84.5 | |
| Subject-Specific LoRAModel=LaBraM2026.07 | 83.2 | |
| Linear ProbingModel=LUNA2026.07 | 79.4 | |
| Linear ProbingModel=LaBraM2026.07 | 77.2 |