Motor Imagery Classification on EEG-Bench standardized (test)
21.35-Finger MI AccLaBraM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaBraMEvaluation protocol=Linear probing2026.03 | 21.3 | 51.8 | 29.7 | 57.3 | 40 | |
| Laya-fullEvaluation protocol=Linear probing, Pre-training data percentage=100%, Pre-training hours=30K, Pre-training steps=100K2026.03 | 21.3 | 50.6 | 27.8 | 57.7 | 39.3 | |
| Laya-SEvaluation protocol=Linear probing, Pre-training data percentage=10%, Pre-training hours=3K, Pre-training steps=10K2026.03 | 20.5 | 50.6 | 26.6 | 58.5 | 39 | |
| LUNAEvaluation protocol=Linear probing2026.03 | 19.6 | 51.2 | 25.9 | 57 | 38.4 |