Medical Time Series Classification on APAVA 2-Classes (test)
86.86AccuracyTeCh
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TeChsetup=Subject-Independent2026.02 | 86.86 | 86.85 | 86.1 | 86.3 | 94.02 | 93.79 | 88.65 | |
| Medformersetup=Subject-Independent2026.02 | 78.74 | 81.11 | 75.4 | 76.31 | 83.2 | 83.66 | 79.06 | |
| Reformersetup=Subject-Independent2026.02 | 78.7 | 82.5 | 75 | 75.93 | 73.94 | 76.04 | 77.52 | |
| Transformersetup=Subject-Independent2026.02 | 76.3 | 77.64 | 73.09 | 73.75 | 72.5 | 73.23 | 74.42 | |
| FEDformersetup=Subject-Independent2026.02 | 74.94 | 74.59 | 73.56 | 73.51 | 83.72 | 82.94 | 77.21 | |
| iTransformersetup=Subject-Independent2026.02 | 74.55 | 74.77 | 71.76 | 72.3 | 85.59 | 84.39 | 76.4 | |
| Informersetup=Subject-Independent2026.02 | 73.11 | 75.17 | 69.17 | 69.47 | 70.46 | 70.75 | 71.02 | |
| Nonformersetup=Subject-Independent2026.02 | 71.89 | 71.8 | 69.44 | 69.74 | 70.55 | 70.78 | 70.03 | |
| MTSTsetup=Subject-Independent2026.02 | 71.14 | 79.3 | 65.27 | 64.01 | 68.87 | 71.06 | 69.1 | |
| Autoformersetup=Subject-Independent2026.02 | 68.64 | 68.48 | 68.77 | 68.06 | 75.94 | 74.38 | 70.72 | |
| PatchTSTsetup=Subject-Independent2026.02 | 67.03 | 78.76 | 59.91 | 55.97 | 65.65 | 67.99 | 65.22 |