EEG Classification on TUSL (test)
76.25Balanced AccuracyLaBraM-Base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LaBraM-BaseModel Size=5.8M2026.02 | 76.25 | 0.6407 | 76.14 | |
| NeuroLM-BModel Size=254M2026.02 | 67.34 | 0.5107 | 67.43 | |
| NeuroWeaverModel Size=0.46M2026.02 | 58.59 | 0.1449 | 37.42 | |
| ContraWRModel Size=1.6M2026.02 | 58.57 | 0.3567 | 54.58 | |
| BIOTModel Size=3.2M2026.02 | 57.58 | 0.2012 | 23.94 | |
| SPaRCNetModel Size=0.79M2026.02 | 41.85 | 0.1399 | 35 | |
| ST-TransformerModel Size=3.5M2026.02 | 40 | 0.086 | 37.93 | |
| FFCLModel Size=2.4M2026.02 | 38.19 | 0.0628 | 21.2 | |
| CNN-TransformerModel Size=3.2M2026.02 | 35.75 | 0.0306 | 22.35 |