Regression on FitRec
17.49MSE (Imp. %)Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursComparison Baseline=FitRec2025.08 | 17.49 | -12.53 | 12 | -32.18 | |
| OursComparison Baseline=Transformer2025.08 | 19.34 | -15.72 | 12.79 | -36 | |
| OursComparison Baseline=TCN2025.08 | 19.73 | -14.38 | 13.66 | -35.31 | |
| OursComparison Baseline=STM-BiLSTM-Att2025.08 | 26.44 | -28.87 | 17.7 | -48.57 | |
| OursComparison Baseline=Hybrid ODE–Neural2025.08 | 40.91 | -24.84 | 25.5 | -56.15 | |
| OursComparison Baseline=Smartphone VO2-Driven2025.08 | 42.46 | -24.81 | 26.7 | -60.82 | |
| OursComparison Baseline=MLP2025.08 | 44.73 | -28.11 | 28.35 | -65.01 | |
| OursComparison Baseline=User Mean2025.08 | 64.16 | -35.06 | 43.05 | -81.26 |