Sensor-Based Human Activity Recognition on Daphnet
85.12Macro F1 ScoreTCNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TCNet2026.04 | 85.12 | 97.04 | |
| Pyraformer2026.04 | 80.34 | 96.23 | |
| RandomForest2026.04 | 76.9 | 96.1 | |
| Transformer2026.04 | 76.67 | 96.1 | |
| Informer2026.04 | 73.9 | 95.78 | |
| FEDformer2026.04 | 73.51 | 95.74 | |
| FiLM2026.04 | 72.64 | 95.02 | |
| Reformer2026.04 | 71.81 | 95.6 | |
| Crossformer2026.04 | 71.1 | 95.33 | |
| TimesNet2026.04 | 70.58 | 94.71 | |
| rTsfNet2026.04 | 70.51 | 95.65 | |
| iTransformer2026.04 | 68.09 | 95.15 | |
| LightTS2026.04 | 61.05 | 94.71 | |
| ICGNet2026.04 | 56.16 | 91.88 | |
| DeepConvLSTM2026.04 | 48.55 | 94.35 | |
| mobileHART2026.04 | 48.55 | 94.57 | |
| MchCnnGRU2026.04 | 48.55 | 94.35 |