Activity Data Regression on FitRec (test)
2.8MSE RankOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours2025.08 | 2.8 | 2.76 | |
| FitRec2025.08 | 3.68 | 3.56 | |
| TCN2025.08 | 4.12 | 4 | |
| Transformer2025.08 | 4.32 | 4.2 | |
| STM-BiLSTM-Att2025.08 | 4.96 | 5.04 | |
| Smartphone VO2-Driven2025.08 | 5.76 | 5.76 | |
| MLP2025.08 | 6 | 6.16 | |
| Hybrid ODE-Neural2025.08 | 6.08 | 6.16 | |
| User Mean2025.08 | 7.28 | 7.36 |