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 251–260 of 420 papers

TitleStatusHype
Global Vegetation Modeling with Pre-Trained Weather Transformers—0
Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation—0
An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting—0
Deep learning-based method for weather forecasting: A case study in Itoshima—0
Application of Tensorized Neural Networks for Cloud Classification—0
STC-ViT: Spatio Temporal Continuous Vision Transformer for Weather Forecasting—0
CloudNine: Analyzing Meteorological Observation Impact on Weather Prediction Using Explainable Graph Neural Networks—0
HEAL-ViT: Vision Transformers on a spherical mesh for medium-range weather forecasting—0
Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5—0
Denoising Diffusion Probabilistic Models in Six Simple Steps—0
Show:102550
← PrevPage 26 of 42Next →
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