Task leaderboard
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Task leaderboard
1 reported result · Leaderboard page
| Rank | Method & evaluation | mae_kcal_per_min↓ Lower is better |
|---|---|---|
| 1 | Accelerometry-Based Machine Learning Estimation… Accelerometry-Based Machine Learning Estimation of Energy Expenditure and Physical Activity Intensity Classification in Daily Tasks Evaluation detailsRF on non-dominant wrist; 1-s windows; features + age/sex/BMI/mass; 80/20 train-test (not LOSO). Indirect calorimetry reference. Weights: not released Reported as of: 2026-11-05 | 0.39 |
One reported result is available; this is not a multi-method comparison. Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method’s evaluation details before comparing.
From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.
Rankings apply within each dataset and metric. Open evaluation details for differences in protocols.
| Rank | Method & evaluation | mae_kcal_per_min↓ Lower is better |
|---|---|---|
| 1 | Accelerometry-Based Machine Learning Estimation… Accelerometry-Based Machine Learning Estimation of Energy Expenditure and Physical Activity Intensity Classification in Daily Tasks Evaluation detailsRF on non-dominant wrist; 1-s windows; features + age/sex/BMI/mass; 80/20 train-test (not LOSO). Indirect calorimetry reference. Weights: not released Reported as of: 2026-11-05 | 0.39 |