SOTAVerified

Weather Forecasting

Weather Forecasting is the prediction of future weather conditions such as precipitation, temperature, pressure and wind.

Source: MetNet: A Neural Weather Model for Precipitation Forecasting

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 420 papers

TitleStatusHype
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval—0
Machine learning-based probabilistic forecasting of solar irradiance in Chile—0
Machine Learning for Predicting Chaotic Systems—0
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations—0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning—0
Masked Autoregressive Model for Weather Forecasting—0
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive—0
Maximising Weather Forecasting Accuracy through the Utilisation of Graph Neural Networks and Dynamic GNNs—0
MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba Model—0
Mjölnir: A Deep Learning Parametrization Framework for Global Lightning Flash Density—0
Mobile Internet Quality Estimation using Self-Tuning Kernel Regression—0
Model Extraction Attacks against Recurrent Neural Networks—0
Modeling the Impact of 5G Leakage on Weather Prediction—0
Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts—0
Neural Incremental Data Assimilation—0
Neural Operators for Accelerating Scientific Simulations and Design—0
OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations—0
On some limitations of data-driven weather forecasting models—0
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning—0
Optimising 4th-Order Runge-Kutta Methods: A Dynamic Heuristic Approach for Efficiency and Low Storage—0
Over-the-Air Federated Learning in Satellite systems—0
Overview of Fault Tolerant Techniques in Underwater Sensor Networks—0
PACER: Physics Informed Uncertainty Aware Climate Emulator—0
PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring—0
PEAR: Equal Area Weather Forecasting on the Sphere—0
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All datasetsSEVIRShifts

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PhyDNetMSE4.82—Unverified
2E3D-LSTMMSE4.17—Unverified
3UNetMSE4.11—Unverified
4RainformerMSE4.03—Unverified
5PredRNNMSE3.9—Unverified
6ConvLSTMMSE3.75—Unverified
7EarthformerMSE3.7—Unverified
8IAM4VPMSE2.94—Unverified
#ModelMetricClaimedVerifiedStatus
1CatBoost with RMSEWithUncertaintyR-AUC MSE1.34—Unverified
2SNN Ens U MT Np SpecFER-AUC MSE1.14—Unverified