SOTAVerified

Crop Yield Prediction

Papers

Showing 1120 of 48 papers

TitleStatusHype
Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support SystemCode0
DiffusionSat: A Generative Foundation Model for Satellite ImageryCode2
Cotton Yield Prediction Using Random ForestCode0
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction0
SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping ParametersCode1
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
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision TransformerCode1
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
Show:102550
← PrevPage 2 of 5Next →

Benchmark Results

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