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Harmonized soil dataset dataset and benchmarks · SOTA2 Research

Research Datasets

Harmonized soil dataset

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Soil pH estimation

Harmonized soil dataset OOF (val)

0.72RMSE

1

Potassium (K) estimation

Harmonized soil dataset (OOF cross-val)

114.4RMSE

1

Phosphorus (P) estimation

Harmonized soil dataset (OOF cross-val)

23.24RMSE

1

Nitrogen (N) estimation

Harmonized soil dataset OOF (val)

0.59RMSE

1

Soil Organic Carbon (SOC) estimation

Harmonized soil dataset (OOF cross-validation)

7.92RMSE

1

Popular tasks

Soil Organic Carbon (SOC) estimation Nitrogen (N) estimation Phosphorus (P) estimation Potassium (K) estimation Soil pH estimation

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