Human Activity Recognition on UCI-HAR 6-Classes (test)
94.15AccuracyTeCh
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TeCh2026.02 | 94.15 | 94.27 | 94.3 | 94.26 | 99.32 | 96.74 | 95.02 | |
| iTransformer2026.02 | 92.41 | 92.24 | 92.33 | 92.39 | 99.07 | 96.01 | 93.74 | |
| Nonformer2026.02 | 91.04 | 90.98 | 91.14 | 91.01 | 99.02 | 96.07 | 93.37 | |
| MTST2026.02 | 90.99 | 90.96 | 90.92 | 90.83 | 98.21 | 96.14 | 93.17 | |
| Medformer2026.02 | 89.62 | 89.7 | 89.8 | 89.62 | 98.11 | 94.8 | 91.61 | |
| Transformer2026.02 | 89.36 | 89.33 | 89.49 | 89.33 | 98.87 | 95.58 | 91.83 | |
| Reformer2026.02 | 88.7 | 88.82 | 88.82 | 88.59 | 98.68 | 94.6 | 91.53 | |
| Informer2026.02 | 88.33 | 88.28 | 88.47 | 88.2 | 98.36 | 94.2 | 89.81 | |
| PatchTST2026.02 | 87.67 | 88.37 | 87.97 | 88.02 | 98.5 | 93.86 | 90.56 | |
| FEDformer2026.02 | 76.89 | 75.66 | 77.56 | 75.03 | 95.16 | 83.28 | 80.37 | |
| Autoformer2026.02 | 41.86 | 49.62 | 44.3 | 32.69 | 83.72 | 58.56 | 51.79 |