SOTAVerified

Crop Yield Prediction

Papers

Showing 2130 of 48 papers

TitleStatusHype
Recent applications of machine learning, remote sensing, and iot approaches in yield prediction: a critical review0
Revolutionizing Global Food Security: Empowering Resilience through Integrated AI Foundation Models and Data-Driven Solutions0
Spatial-temporal Multi-Task Learning for Within-field Cotton Yield Prediction0
Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series0
Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat0
Unsupervised Graph Spectral Feature Denoising for Crop Yield Prediction0
Wheat Crop Yield Prediction Using Deep LSTM Model0
Federated Learning Architectures: A Performance Evaluation with Crop Yield Prediction Application0
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
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Benchmark Results

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