Emotion Recognition on SEED-V (Balanced Accuracy)
49.2Balanced AccuracyB[FM]²
Evaluation results
| Method | Links | |
|---|---|---|
| B[FM]²protocol=finetuning2026.06 | 49.2 | |
| CSBrainprotocol=finetuning2026.06 | 42 | |
| CSBrainModel Category=Foundation Models2026.03 | 41.97 | |
| CBramodModel Category=Foundation Models2026.03 | 40.91 | |
| CBraModprotocol=finetuning2026.06 | 40.9 | |
| REVEprotocol=finetuning2026.06 | 40.5 | |
| SpecMoEModel Category=Foundation Models2026.03 | 40.33 | |
| LaBraM-Baseprotocol=finetuning2026.06 | 39.8 | |
| LaBraMModel Category=Task-Specific Models2026.03 | 39.76 | |
| BIOTprotocol=finetuning2026.06 | 38.4 | |
| CNN-Transformerprotocol=finetuning2026.06 | 36.8 | |
| FFCLModel Category=Task-Specific Models2026.03 | 36.41 | |
| FFCLprotocol=finetuning2026.06 | 36.4 | |
| ContraWRprotocol=finetuning2026.06 | 35.5 | |
| EEGConformerprotocol=finetuning2026.06 | 35.4 | |
| EEGConfModel Category=Task-Specific Models2026.03 | 35.37 | |
| ST-Transformerprotocol=finetuning2026.06 | 30.5 | |
| EEGNetModel Category=Task-Specific Models2026.03 | 29.61 | |
| EEGNetprotocol=finetuning2026.06 | 29.6 | |
| SPaRCNetprotocol=finetuning2026.06 | 29.5 |