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Crop yield prediction research benchmarks · SOTA2 Research

Crop yield prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Crop Yield Prediction Multi-source

0.89R2 Score

10

Apr 23, 2026

US Corn Belt county-level data 2020 (test)

27.79RMSE

7

Mar 10, 2026

US Corn Belt county-level data 2019 (test)

27.32RMSE

7

Mar 10, 2026

US Corn Belt county-level data 2018 (test)

34.87RMSE

7

Mar 10, 2026

US Corn Belt county-level data 2017 (test)

30.13RMSE

7

Mar 10, 2026

US Corn Belt county-level data 2016 (test)

28.35RMSE

7

Mar 10, 2026

Midwestern United States and Punjab India Crop Yield 2020-2025 (Leave-One-Year-Out (LOYO))

Attn-Multi-Modal

0.89R2 Score

5

Apr 23, 2026

Popular datasets

US Corn Belt county-level data Crop Yield Prediction Midwestern United States and Punjab India Crop Yield

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