ResearchBenchmarksNutrition Estimation on Nutrition5k (test)Nutrition Estimation on Nutrition5k (test)Follow14.4Calorie pMAEFood-R112.8823.1433.443.66Jun 3, 2026Evaluation resultsMethodMethodLinksCalorie pMAECalorie MAEMass MAEMass pMAEFat MAEFat pMAECarb MAECarb pMAEProtein MAEProtein pMAEAverage MAEAverage pMAEFood-R12026.0614.427.644.3183.226.44.422.9423.916.721.1FoodLMM2026.0626.667.339.720.75.439.75.931.14.125.824.528.8RoDE2026.0652.4——38.4—67.1—47.8—53.9—51.9