Classification on TUAB
83.2Balanced AccuracyREVE
Evaluation results
| Method | Links | |
|---|---|---|
| REVEprotocol=finetuning2026.06 | 83.2 | |
| CBraModprotocol=finetuning2026.06 | 82.9 | |
| B[FM]²protocol=finetuning2026.06 | 81.9 | |
| CSBrainModel Category=Foundation Models2026.03 | 81.72 | |
| CSBrainprotocol=finetuning2026.06 | 81.7 | |
| LaBraMModel Category=Task-Specific Models2026.03 | 81.4 | |
| LaBraM-Baseprotocol=finetuning2026.06 | 81.4 | |
| ST-Transformerprotocol=finetuning2026.06 | 79.7 | |
| BIOTprotocol=finetuning2026.06 | 79.6 | |
| SPaRCNetprotocol=finetuning2026.06 | 79 | |
| CBramodModel Category=Foundation Models2026.03 | 78.91 | |
| FFCLprotocol=finetuning2026.06 | 78.5 | |
| FFCLModel Category=Task-Specific Models2026.03 | 78.48 | |
| CNN-Transformerprotocol=finetuning2026.06 | 77.8 | |
| EEGConformerprotocol=finetuning2026.06 | 77.6 | |
| EEGConfModel Category=Task-Specific Models2026.03 | 77.58 | |
| ContraWRprotocol=finetuning2026.06 | 77.5 | |
| SpecMoEModel Category=Foundation Models2026.03 | 77.42 | |
| EEGNetModel Category=Task-Specific Models2026.03 | 76.42 | |
| EEGNetprotocol=finetuning2026.06 | 76.4 |