SOTAVerified

Crop Yield Prediction

Papers

Showing 3140 of 48 papers

TitleStatusHype
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection0
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression0
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt0
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning0
CYPUR-NN: Crop Yield Prediction Using Regression and Neural Networks0
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing0
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data0
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions0
Hybrid Machine Learning Models for Crop Yield Prediction0
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction0
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Benchmark Results

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