Medical Time Series Classification on UCI-HAR 6-Classes
91.65AccuracyMedformer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Medformer2026.04 | 91.65 | 91.89 | 91.65 | 91.61 | 98.99 | |
| TS-Fingerprint2026.04 | 90.87 | 90.61 | 90.87 | 90.92 | 98.67 | |
| Informer2026.04 | 90.3 | 90.26 | 90.31 | 90.21 | 98.48 | |
| FEDformer2026.04 | 90.16 | 90.96 | 90.5 | 90.43 | 98.36 | |
| Nonformer2026.04 | 90.01 | 90.19 | 90.14 | 90.87 | 97.97 | |
| MTST2026.04 | 89.79 | 89.58 | 89.22 | 89.31 | 98.35 | |
| Crossformer2026.04 | 89.74 | 89.36 | 89.32 | 89.7 | 98.2 | |
| Transformer2026.04 | 88.86 | 89.03 | 88.86 | 88.8 | 98.08 | |
| Reformer2026.04 | 88.44 | 88.69 | 88.44 | 88.41 | 98.21 | |
| PatchTST2026.04 | 87.11 | 87.46 | 87.05 | 88.88 | 98.33 | |
| iTransformer2026.04 | 84.3 | 84.38 | 84.25 | 84.28 | 96.55 | |
| Autoformer2026.04 | 82.38 | 83.94 | 83.29 | 80.82 | 94.21 |