SOTAVerified

Crop Yield Prediction

Papers

Showing 2130 of 48 papers

TitleStatusHype
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction0
Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions0
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection0
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level0
Integrating processed-based models and machine learning for crop yield prediction0
A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction0
Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning0
Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review0
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions0
Counterfactual Explanations of Neural Network-Generated Response CurvesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TransformerRMSE9.28Unverified
#ModelMetricClaimedVerifiedStatus
1U-TAEMAPE (%)49.63Unverified