ResearchBenchmarksReferring Nutrition Estimation on Nutrition5k refer@3rd 1.0 (test)Follow13.3Calorie MAEFood-R113.15614.12815.116.072Jun 3, 2026Evaluation ResultsMethodMethodLinksCalorie MAECalorie pMAEMass MAEMass pMAEFat MAEFat pMAECarb MAECarb pMAEProtein MAEProtein pMAEAverage MAEAverage pMAEFood-R1Refer ingredient=refer...Refer ingredient=refer@3rd2026.0613.332.212.433.20.628.51.436.50.732.15.732.5FoodLMMRefer ingredient=refer...Refer ingredient=refer@3rd2026.0616.939.514.237.50.939.91.538.11.248.26.940.6