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
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
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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