Medical Time Series Classification on ADFTD 3-Classes (test)
54.54AccuracyTeCh
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TeChsetup=Subject-Independent2026.02 | 54.54 | 53.02 | 49.25 | 48.84 | 68.67 | 50.62 | 50.82 | |
| Medformersetup=Subject-Independent2026.02 | 53.27 | 51.02 | 50.71 | 50.65 | 70.93 | 51.21 | 51.8 | |
| iTransformersetup=Subject-Independent2026.02 | 52.6 | 46.79 | 47.28 | 46.79 | 67.26 | 49.53 | 51.38 | |
| Reformersetup=Subject-Independent2026.02 | 50.78 | 49.64 | 49.89 | 47.94 | 69.17 | 51.73 | 51.69 | |
| Transformersetup=Subject-Independent2026.02 | 50.47 | 49.13 | 48.01 | 48.09 | 67.93 | 48.93 | 50.26 | |
| Nonformersetup=Subject-Independent2026.02 | 49.95 | 47.71 | 47.46 | 46.96 | 66.23 | 47.33 | 50.61 | |
| Informersetup=Subject-Independent2026.02 | 48.45 | 46.54 | 46.06 | 45.74 | 65.87 | 47.6 | 50.21 | |
| FEDformersetup=Subject-Independent2026.02 | 46.3 | 46.05 | 44.22 | 43.91 | 62.62 | 46.11 | 48.7 | |
| MTSTsetup=Subject-Independent2026.02 | 45.6 | 44.7 | 45.05 | 44.31 | 62.5 | 45.16 | 47.39 | |
| Autoformersetup=Subject-Independent2026.02 | 45.25 | 43.67 | 42.96 | 42.59 | 61.02 | 43.1 | 46.6 | |
| PatchTSTsetup=Subject-Independent2026.02 | 44.37 | 42.4 | 42.06 | 41.97 | 60.08 | 42.49 | 45.73 |