Activity Data Regression on ParroTao (test)
3.15MSE RankOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2025.08 | 3.15 | 3.23 | |
| Transformer2025.08 | 3.38 | 3.38 | |
| TCN2025.08 | 3.54 | 3.46 | |
| FitRec2025.08 | 3.92 | 4 | |
| STM-BiLSTM-Att2025.08 | 4 | 4.23 | |
| MLP2025.08 | 5.23 | 5 | |
| Smartphone VO2-Driven2025.08 | 6 | 5.92 | |
| Hybrid ODE-Neural2025.08 | 7.31 | 7.46 | |
| User Mean2025.08 | 8.46 | 8.31 |