SOTAVerified

Crop Yield Prediction

Papers

Showing 2130 of 48 papers

TitleStatusHype
Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning0
A Deep Learning Model for Heterogeneous Dataset Analysis -- Application to Winter Wheat Crop Yield Prediction0
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
Predictive Heterogeneity: Measures and Applications0
The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed ManipulationCode1
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data0
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression0
Unsupervised Graph Spectral Feature Denoising for Crop Yield Prediction0
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Benchmark Results

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