EEG Classification on HMC (subject-independent chronological random)
77.37Balanced AccuracyNeuroWeaver
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NeuroWeaverModel Size=0.37M/0.18M2026.02 | 77.37 | 0.6934 | 76.3 | |
| LaBraM-BaseModel Size=5.8M2026.02 | 72.86 | 0.6812 | 75.54 | |
| BIOTModel Size=3.2M2026.02 | 68.62 | 0.6295 | 70.91 | |
| NeuroLM-BModel Size=254M2026.02 | 67.37 | 0.6188 | 71.26 | |
| CNN-TransformerModel Size=3.2M2026.02 | 65.73 | 0.5961 | 68.96 | |
| SPaRCNetModel Size=0.79M2026.02 | 47.56 | 0.3147 | 41.08 | |
| FFCLModel Size=2.4M2026.02 | 44.27 | 0.2542 | 29.02 | |
| ContraWRModel Size=1.6M2026.02 | 42.42 | 0.234 | 29.87 | |
| ST-TransformerModel Size=3.5M2026.02 | 25.59 | 0.0503 | 14.28 |