Regression on ParroTao
10.38MSE (Importance %)Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursComparison Baseline=FitRec2025.08 | 10.38 | -5.21 | 8.65 | -11.05 | |
| OursComparison Baseline=Transformer2025.08 | 15.73 | -5.81 | 8.7 | -7.99 | |
| OursComparison Baseline=TCN2025.08 | 22.03 | -10.73 | 12.64 | -13.79 | |
| OursComparison Baseline=STM-BiLSTM-Att2025.08 | 28.52 | -10.48 | 22.43 | -17.98 | |
| OursComparison Baseline=MLP2025.08 | 56.07 | -25.28 | 39.09 | -35.94 | |
| OursComparison Baseline=Smartphone VO2-Driven2025.08 | 59.86 | -26.75 | 42.49 | -40.09 | |
| OursComparison Baseline=Hybrid ODE–Neural2025.08 | 67.71 | -30.12 | 50.73 | -43.3 | |
| OursComparison Baseline=User Mean2025.08 | 80.15 | -30.62 | 62.04 | -48.38 |