Classification on SIENA
86.55Balanced AccuracySpecMoE
Evaluation results
| Method | Links | |
|---|---|---|
| SpecMoEModel Category=Foundation Models2026.03 | 86.55 | |
| B[FM]²protocol=finetuning2026.06 | 77.6 | |
| CSBrainModel Category=Foundation Models2026.03 | 76.62 | |
| CSBrainprotocol=finetuning2026.06 | 76.6 | |
| EEGConformerprotocol=finetuning2026.06 | 75.6 | |
| EEGConfModel Category=Task-Specific Models2026.03 | 75.56 | |
| ST-Transformerprotocol=finetuning2026.06 | 75.3 | |
| EEGNetprotocol=finetuning2026.06 | 74.9 | |
| EEGNetModel Category=Task-Specific Models2026.03 | 74.87 | |
| REVEprotocol=finetuning2026.06 | 74 | |
| BIOTprotocol=finetuning2026.06 | 73.5 | |
| CBraModprotocol=finetuning2026.06 | 73.2 | |
| CBramodModel Category=Foundation Models2026.03 | 73.17 | |
| LaBraMModel Category=Task-Specific Models2026.03 | 70.82 | |
| LaBraM-Baseprotocol=finetuning2026.06 | 70.8 | |
| CNN-Transformerprotocol=finetuning2026.06 | 69.8 | |
| FFCLprotocol=finetuning2026.06 | 66.2 | |
| FFCLModel Category=Task-Specific Models2026.03 | 66.16 | |
| SPaRCNetprotocol=finetuning2026.06 | 65.7 | |
| ContraWRprotocol=finetuning2026.06 | 65.5 |