SOTAVerified

Crop Yield Prediction

Papers

Showing 21–30 of 48 papers

TitleStatusHype
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction—0
Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions—0
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection—0
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level—0
Integrating processed-based models and machine learning for crop yield prediction—0
A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction—0
Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning—0
Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review—0
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions—0
Counterfactual Explanations of Neural Network-Generated Response CurvesCode0
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Benchmark Results

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