The smartwatch estimates of calories burned were least accurate in participants with body fat percentage above 35%

Each line shows the predicted difference between the estimated number of calories from each brand of smartwatches and the actual calories burned as measured by a metabolic analyzer, across body fat percentage. These predictions are based on the actual data collected in the study.