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 241–250 of 420 papers

TitleStatusHype
Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation—0
Efficient spatio-temporal weather forecasting using U-Net—0
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers—0
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations—0
Enhanced Spatiotemporal Prediction Using Physical-guided And Frequency-enhanced Recurrent Neural Networks—0
Evaluating and Improving Automatic Speech Recognition Systems for Korean Meteorological Experts—0
Example-Based Concept Analysis Framework for Deep Weather Forecast Models—0
Explainable AI-Based Interface System for Weather Forecasting Model—0
Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation—0
Exploring the design space of deep-learning-based weather forecasting systems—0
Show:102550
← PrevPage 25 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