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Papers Benchmarks Datasets Tasks

Nutrition Estimation research benchmarks · SOTA2 Research

Nutrition Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

14Calories PMAE

18

Apr 15, 2026

Swin-Transformer

27.7Calories

11

Apr 15, 2026

17.43Volume MAPE

5

Feb 27, 2026

12.17Energy MAPE

5

Feb 27, 2026

Nutrition5k (test)

14.4Calorie pMAE

3

Jun 4, 2026

MetaFood3D (test)

—

—Volume MAPE

0

Feb 26, 2026

Popular datasets

MetaFood3D SimpleFood Nutrition5k OmniFood Nutrition

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