Medical Time Series Classification on PTB 2-Classes
85.39AccuracyTS-Fingerprint
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TS-Fingerprint2026.04 | 85.39 | 86.01 | 80.87 | 82.41 | 92.99 | |
| iTransformer2026.04 | 83.89 | 88.25 | 76.39 | 79.06 | 91.18 | |
| Medformer2026.04 | 83.5 | 85.19 | 77.11 | 79.18 | 92.81 | |
| Crossformer2026.04 | 80.17 | 85.04 | 71.25 | 72.75 | 88.55 | |
| Informer2026.04 | 78.69 | 82.87 | 69.19 | 70.84 | 92.09 | |
| Nonformer2026.04 | 78.66 | 82.77 | 69.12 | 70.9 | 89.37 | |
| Reformer2026.04 | 77.96 | 81.72 | 68.2 | 69.65 | 91.13 | |
| Transformer2026.04 | 77.37 | 81.84 | 67.14 | 68.47 | 90.08 | |
| MTST2026.04 | 76.59 | 79.88 | 66.31 | 67.38 | 86.86 | |
| FEDformer2026.04 | 76.05 | 77.58 | 66.1 | 67.14 | 85.93 | |
| PatchTST2026.04 | 74.74 | 76.94 | 63.89 | 64.36 | 88.79 | |
| Autoformer2026.04 | 73.35 | 72.11 | 63.24 | 63.69 | 78.54 |