Brain Decoding on SleepEDF
72.98Balanced AccuracyUniMind
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UniMindTask Setting=Multi-task2025.06 | 72.98 | 88.23 | |
| LaBraMTask Setting=Single-task2025.06 | 68.96 | 87.3 | |
| ContraWRTask Setting=Single-task2025.06 | 67.05 | 66.92 | |
| FFCLTask Setting=Single-task2025.06 | 65.66 | 64.79 | |
| BIOTTask Setting=Single-task2025.06 | 64.95 | 60.91 | |
| CNN-TransTask Setting=Single-task2025.06 | 60.29 | 58.96 | |
| SPaRCNetTask Setting=Single-task2025.06 | 60.16 | 58.61 | |
| NeuroLMTask Setting=Multi-task2025.06 | 56.4 | 54.02 | |
| ST-TransTask Setting=Single-task2025.06 | 55.17 | 53.18 |