3-class EEG Classification on ADFTD EEG-3 (Cross-subject)
56.73AccuracyBioFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioFormerA.Rank=1.47, Win=4, Reproduced=true2026.05 | 56.73 | 53.82 | 74.74 | |
| SoftShapeA.Rank=3.61, Win=1, Reproduced=true2026.05 | 54.6 | 48.91 | 70.08 | |
| MedformerA.Rank=4.94, Win=02026.05 | 53.27 | 50.65 | 70.93 | |
| iTransformerA.Rank=7.94, Win=02026.05 | 52.6 | 46.79 | 67.26 | |
| ReformerA.Rank=5.25, Win=02026.05 | 50.78 | 47.94 | 69.17 | |
| TransformerA.Rank=7.29, Win=02026.05 | 50.47 | 48.09 | 67.93 | |
| CrossformerA.Rank=6.47, Win=02026.05 | 50.45 | 45.5 | 66.45 | |
| NonformerA.Rank=7.12, Win=02026.05 | 49.95 | 46.96 | 66.23 | |
| InformerA.Rank=7.42, Win=02026.05 | 48.45 | 45.74 | 65.87 | |
| FEDformerA.Rank=10.67, Win=02026.05 | 46.3 | 43.91 | 62.62 | |
| MTSTA.Rank=8.33, Win=02026.05 | 45.6 | 44.31 | 62.5 | |
| AutoformerA.Rank=12.25, Win=02026.05 | 45.25 | 42.59 | 61.02 | |
| PatchTSTA.Rank=8.17, Win=12026.05 | 44.37 | 41.97 | 60.08 |