EEG Classification on EEG-Bench Clinical tasks
80Abnormal Classification AccuracyLaBraM
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LaBraMProtocol=Linear probing2026.03 | 80 | 69.7 | 64.5 | 56.1 | 30.7 | 81.7 | 54.6 | 50 | 67.5 | 18.3 | 57.3 | |
| Laya-SProtocol=Linear probing2026.03 | 77.9 | 69 | 62.3 | 60.2 | 36.8 | 83.3 | 66.7 | 45.2 | 78.3 | 17.5 | 59.7 | |
| LUNAProtocol=Linear probing2026.03 | 75.9 | 73.9 | 56.1 | 50 | 31.2 | 80 | 68.3 | 50 | 56.5 | 18.4 | 56 | |
| Laya-fullProtocol=Linear probing2026.03 | 75.5 | 60.4 | 59.4 | 53.2 | 24.1 | 80 | 60.5 | 50 | 72.6 | 17.2 | 55.3 |