Medical Time Series Classification on TDBrain 2-Classes (test)
93.21AccuracyTeCh
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TeChsetup=Subject-Independent2026.02 | 93.21 | 93.39 | 93.21 | 93.2 | 98.68 | 98.72 | 95.07 | |
| Medformersetup=Subject-Independent2026.02 | 89.62 | 89.68 | 89.62 | 89.62 | 96.41 | 96.51 | 90.81 | |
| Informersetup=Subject-Independent2026.02 | 89.02 | 89.43 | 89.02 | 88.98 | 96.64 | 96.75 | 91.81 | |
| Reformersetup=Subject-Independent2026.02 | 87.92 | 88.64 | 87.92 | 87.85 | 96.3 | 96.4 | 90.02 | |
| Nonformersetup=Subject-Independent2026.02 | 87.88 | 88.86 | 87.88 | 87.78 | 97.05 | 96.99 | 91.74 | |
| Autoformersetup=Subject-Independent2026.02 | 87.33 | 88.06 | 87.33 | 87.26 | 93.81 | 93.32 | 89.02 | |
| Transformersetup=Subject-Independent2026.02 | 87.17 | 87.99 | 87.17 | 87.1 | 96.28 | 96.34 | 89.68 | |
| PatchTSTsetup=Subject-Independent2026.02 | 79.25 | 79.6 | 79.25 | 79.2 | 87.95 | 86.36 | 81.6 | |
| FEDformersetup=Subject-Independent2026.02 | 78.13 | 78.52 | 78.13 | 78.04 | 86.56 | 86.48 | 80.81 | |
| MTSTsetup=Subject-Independent2026.02 | 76.96 | 77.24 | 76.96 | 76.88 | 85.27 | 82.81 | 79.85 | |
| iTransformersetup=Subject-Independent2026.02 | 74.67 | 74.71 | 74.67 | 74.65 | 83.37 | 83.73 | 77.14 |