Neurostimulation Candidate Classification on Clinical Deep Brain Stimulation (DBS) (external test)
78.3Balanced AccSpectral ViT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Spectral ViT2026.05 | 78.3 | 97.7 | 74 | 80.7 | |
| Clinical Transformer2026.05 | 77.2 | 93.9 | 75.1 | 80.4 | |
| Spatial ViT2026.05 | 77.2 | 96.2 | 73.4 | 80.4 | |
| U-net with attention2026.05 | 75.6 | 79.3 | 82.8 | 80 | |
| Logistic regression2026.05 | 62.2 | 57.3 | 78.7 | 63.2 | |
| Spectral MLP2026.05 | 56.9 | 86.4 | 42.6 | 56.4 |