EEG Main Tasks on Epilepsy
95.797Accuracy (Eye Open State)Sundial
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Sundialevaluation_protocol=linear probing2026.05 | 95.797 | 97.39 | 91.812 | 91.103 | 99.723 | |
| Chronos 2evaluation_protocol=linear probing2026.05 | 94.968 | 97.723 | 91.487 | 90.104 | 99.541 | |
| TiReXevaluation_protocol=linear probing2026.05 | 94.351 | 97.42 | 90.634 | 90.003 | 99.274 | |
| Normwear 2 (Ours)evaluation_protocol=linear probing2026.05 | 93.676 | 96.639 | 90.079 | 88.257 | 99.339 | |
| NormWear (Luo et al., 2024a)evaluation_protocol=linear probing2026.05 | 92.743 | 94.828 | 88.541 | 87.197 | 97.053 | |
| EEG (Wang et al., 2025)evaluation_protocol=linear probing, Modality-Specific=true2026.05 | 90.436 | 95.552 | 88.065 | 87.258 | 94.616 | |
| Pandaevaluation_protocol=linear probing2026.05 | 89.958 | 94.085 | 89.047 | 86.415 | 98.636 |