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 401–420 of 420 papers

TitleStatusHype
Deep Uncertainty Quantification: A Machine Learning Approach for Weather ForecastingCode0
The Error is the Feature: how to Forecast Lightning using a Model Prediction Error—0
A Low Rank Weighted Graph Convolutional Approach to Weather Prediction—0
Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting—0
Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN—0
Graph networks as learnable physics engines for inference and controlCode0
Automatic Data Registration of Geostationary Payloads for Meteorological Applications at ISRO—0
A Multi-Scheme Ensemble Using Coopetitive Soft-Gating With Application to Power Forecasting for Renewable Energy Generation—0
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model—0
Detecting Comma-shaped Clouds for Severe Weather Forecasting using Shape and Motion—0
A Machine Learning Approach to Adaptive Covariance Localization—0
Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans—0
Deep Recurrent Gaussian Process with Variational Sparse Spectrum ApproximationCode0
Simultaneous Detection and Removal of High Altitude Clouds From an Image—0
Weather Forecasting Error in Solar Energy Forecasting—0
Prolongation of SMAP to Spatio-temporally Seamless Coverage of Continental US Using a Deep Learning Neural Network—0
Towards prediction of rapid intensification in tropical cyclones with recurrent neural networks—0
1 Million Captioned Dutch Newspaper Images—0
Storm Detection by Visual Learning Using Satellite Images—0
Quality Assessment of Pixel-Level ImageFusion Using Fuzzy Logic—0
Show:102550
← PrevPage 9 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