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 151–200 of 420 papers

TitleStatusHype
Automating Turbulence Modeling by Multi-Agent Reinforcement Learning—0
Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach—0
Deep learning-based method for weather forecasting: A case study in Itoshima—0
Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems—0
Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO—0
Is AI Robust Enough for Scientific Research?—0
Decomposing weather forecasting into advection and convection with neural networks—0
Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements—0
DaYu: Data-Driven Model for Geostationary Satellite Observed Cloud Images Forecasting—0
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery—0
Rethinking Evaluation Metric for Probability Estimation Models Using Esports Data—0
Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes—0
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models—0
Data-Centric Epidemic Forecasting: A Survey—0
A station-data-based model residual machine learning method for fine-grained meteorological grid prediction—0
Data Assimilation with Machine Learning Surrogate Models: A Case Study with FourCastNet—0
A Spatial-temporal Deep Probabilistic Diffusion Model for Reliable Hail Nowcasting with Radar Echo Extrapolation—0
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts—0
Intermediate and Future Frame Prediction of Geostationary Satellite Imagery With Warp and Refine Network—0
Inter-Series Transformer: Attending to Products in Time Series Forecasting—0
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models—0
Leadsee-Precip: A Deep Learning Diagnostic Model for Precipitation—0
Generative Modeling of High-resolution Global Precipitation Forecasts—0
D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data—0
A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics—0
ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction—0
A framework for IoT-Enabled Smart Agriculture—0
FuXi-S2S: A machine learning model that outperforms conventional global subseasonal forecast models—0
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling—0
FuXi-Extreme: Improving extreme rainfall and wind forecasts with diffusion model—0
FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting—0
A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System—0
CoNO: Complex Neural Operator for Continuous Dynamical Systems—0
STC-ViT: Spatio Temporal Continuous Vision Transformer for Weather Forecasting—0
1 Million Captioned Dutch Newspaper Images—0
From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics*—0
General Information Metrics for Improving AI Model Training Efficiency—0
Generalized Mixture Model for Extreme Events Forecasting in Time Series Data—0
FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators—0
Conformal Loss-Controlling Prediction—0
Comparison between ARIMA and Deep Learning Models for Temperature Forecasting—0
Global atmospheric data assimilation with multi-modal masked autoencoders—0
Global spatio-temporal downscaling of ERA5 precipitation through generative AI—0
Global Vegetation Modeling with Pre-Trained Weather Transformers—0
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation—0
GNSS Radio Occultation on Aerial Platforms with Commercial Off-The-Shelf Receivers—0
Advancing Meteorological Forecasting: AI-based Approach to Synoptic Weather Map Analysis—0
Aardvark weather: end-to-end data-driven weather forecasting—0
Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence—0
Identification of synoptic weather types over Taiwan area with multiple classifiers—0
Show:102550
← PrevPage 4 of 9Next →
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