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 176–200 of 420 papers

TitleStatusHype
Is AI Robust Enough for Scientific Research?—0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine LearningCode0
Evidential Deep Learning for Probabilistic Modelling of Extreme Storm EventsCode0
Learning and Current Prediction of PMSM Drive via Differential Neural Networks—0
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data—0
Accurate Prediction of Temperature Indicators in Eastern China Using a Multi-Scale CNN-LSTM-Attention model—0
CA-MoE: Channel-Adapted MoE for Incremental Weather Forecasting—0
FSMLP: Modelling Channel Dependencies With Simplex Theory Based Multi-Layer Perceptions In Frequency DomainCode0
Spatio-temporal Causal Learning for Streamflow Forecasting—0
Tackling Data Heterogeneity in Federated Time Series Forecasting—0
Resolution-Agnostic Transformer-based Climate Downscaling—0
Global spatio-temporal downscaling of ERA5 precipitation through generative AI—0
Exploring the Use of Machine Learning Weather Models in Data Assimilation—0
Transforming the Hybrid Cloud for Emerging AI Workloads—0
Leadsee-Precip: A Deep Learning Diagnostic Model for Precipitation—0
Machine learning-based probabilistic forecasting of solar irradiance in Chile—0
DaYu: Data-Driven Model for Geostationary Satellite Observed Cloud Images Forecasting—0
Advancing Meteorological Forecasting: AI-based Approach to Synoptic Weather Map Analysis—0
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning—0
LE-PDE++: Mamba for accelerating PDEs Simulations—0
PACER: Physics Informed Uncertainty Aware Climate Emulator—0
Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of ConceptCode0
Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts—0
Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models—0
Evaluating and Improving Automatic Speech Recognition Systems for Korean Meteorological Experts—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