SOTAVerified

Crop Yield Prediction

Papers

Showing 1120 of 48 papers

TitleStatusHype
Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction0
Integrating remote sensing data assimilation, deep learning and large language model for interactive wheat breeding yield prediction0
CMAViT: Integrating Climate, Managment, and Remote Sensing Data for Crop Yield Estimation with Multimodel Vision TransformersCode0
Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application0
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing0
Naïve Bayes and Random Forest for Crop Yield Prediction0
Generative weather for improved crop model simulationsCode0
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield PredictionCode0
Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support SystemCode0
Cotton Yield Prediction Using Random ForestCode0
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Benchmark Results

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