Classification on BCIC-2A 9 subjects
50.66Weighted F1TEACHER
Evaluation results
| Method | Links | |
|---|---|---|
| TEACHERBackbone=EEGPT2026.01 | 50.66 | |
| IND +TSKD(CE)Distillation Strategy=Task-Specific Knowledge Distillation, Loss Function=Cross Entropy2026.01 | 26.73 | |
| IND +TSKDDistillation Strategy=Task-Specific Knowledge Distillation2026.01 | 26.12 | |
| IND +VKDDistillation Strategy=Variable KD2026.01 | 25.86 | |
| IND +KDDistillation Strategy=Knowledge Distillation2026.01 | 24.95 | |
| INDDistillation=None2026.01 | 24.22 | |
| IND +RDIMKDDistillation Strategy=Relationship Distillation2026.01 | 23.91 | |
| IND +TOFDDistillation Strategy=Task-Oriented Feature Distillation2026.01 | 23.88 | |
| IND +TEDDistillation Strategy=Task-aware Embedding Distillation2026.01 | 23.67 | |
| IND +SIMKDDistillation Strategy=Similarity KD2026.01 | 15.98 |