Daily Aggregate Metric Reconstruction on Wearable Health Data 1-hour simulated data loss (test)
6,227.49StepsGround Truth
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground TruthCondition=Observed real data, Data Loss=No simulated loss2026.05 | 6,227.49 | 25.64 | 444.48 | 69.51 | 130.64 | 22.92 | 1.07 | 233.28 | 6.74 | 1,112.03 | 1.13 | |
| SensorFM RecoveredCondition=Model-based recovery, Data Loss=1-hour simulated loss2026.05 | 6,208.41 | 25.43 | 444.12 | 69.78 | 129.63 | 22.38 | 1.05 | 233.4 | 6.62 | 1,112.05 | 1.12 | |
| BaselineCondition=Current standard for consumer wearable systems, Data Loss=1-hour simulated loss2026.05 | 5,958.89 | 24.57 | 426.24 | 66.71 | 125.07 | 21.94 | 1.04 | 223.68 | 6.48 | 1,065.56 | 1.1 |