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 326–350 of 420 papers

TitleStatusHype
Transforming the Hybrid Cloud for Emerging AI Workloads—0
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification—0
Utilizing Strategic Pre-training to Reduce Overfitting: Baguan -- A Pre-trained Weather Forecasting Model—0
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation—0
Valid Error Bars for Neural Weather Models using Conformal Prediction—0
VarteX: Enhancing Weather Forecast through Distributed Variable Representation—0
SIAM: A Simple Alternating Mixer for Video Prediction—0
Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails—0
VN-Net: Vision-Numerical Fusion Graph Convolutional Network for Sparse Spatio-Temporal Meteorological Forecasting—0
Weather-Driven Priority Charging for Battery Storage Systems in Hybrid Renewable Energy Grids—0
Weather Forecasting Error in Solar Energy Forecasting—0
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
Weather Prediction Using CNN-LSTM for Time Series Analysis: A Case Study on Delhi Temperature Data—0
Weather Prediction with Diffusion Guided by Realistic Forecast Processes—0
WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast—0
YanTian: An Application Platform for AI Global Weather Forecasting Models—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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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