Speech/Non-Speech Classification on Brain Treebank
0.869Mean AUCBaRISTA
Evaluation Results
| Method | Links | |
|---|---|---|
| BaRISTAEncoding Scale=parcels, Masking Scale=channels, Initialization=Pretrained2025.12 | 0.869 | |
| PopT+Brainbert2025.12 | 0.775 | |
| BaRISTAEncoding Scale=channels, Masking Scale=channels, Initialization=Pretrained2025.12 | 0.764 | |
| Brant2025.12 | 0.691 | |
| BaRISTAEncoding Scale=parcels, Initialization=Random2025.12 | 0.627 | |
| BaRISTAEncoding Scale=channels, Initialization=Random2025.12 | 0.616 |