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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 311–320 of 420 papers

Title	Date	Tasks	Status	Hype	Score
Distributed Cross-Channel Hierarchical Aggregation for Foundation Models	Jun 26, 2025	Computational Efficiencyscientific discovery	—Unverified	0	0
Distributed Stochastic Bandit Learning with Delayed Context Observation	Jul 28, 2022	Stock Market PredictionWeather Forecasting	—Unverified	0	0
DL-Corrector-Remapper: A grid-free bias-correction deep learning methodology for data-driven high-resolution global weather forecasting	Oct 21, 2022	Weather Forecasting	—Unverified	0	0
Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán	Dec 5, 2023	PositionWeather Forecasting	—Unverified	0	0
DRAformer: Differentially Reconstructed Attention Transformer for Time-Series Forecasting	Jun 11, 2022	DecoderTime Series	—Unverified	0	0
Early warning in egg production curves from commercial hens: A SVM approach	Apr 8, 2019	Handwritten Text RecognitionManagement	—Unverified	0	0
EarthNets: Empowering AI in Earth Observation	Oct 10, 2022	Deep LearningEarth Observation	—Unverified	0	0
Efficient Baseline for Quantitative Precipitation Forecasting in Weather4cast 2023	Nov 30, 2023	Decision MakingPrecipitation Forecasting	—Unverified	0	0
Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation	Feb 11, 2021	Financial AnalysisWeather Forecasting	—Unverified	0	0
Efficient spatio-temporal weather forecasting using U-Net	Dec 13, 2021	Weather Forecasting	—Unverified	0	0

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All datasets SEVIR Shifts

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	PhyDNet	MSE	4.82	—	Unverified
2	E3D-LSTM	MSE	4.17	—	Unverified
3	UNet	MSE	4.11	—	Unverified
4	Rainformer	MSE	4.03	—	Unverified
5	PredRNN	MSE	3.9	—	Unverified
6	ConvLSTM	MSE	3.75	—	Unverified
7	Earthformer	MSE	3.7	—	Unverified
8	IAM4VP	MSE	2.94	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CatBoost with RMSEWithUncertainty	R-AUC MSE	1.34	—	Unverified
2	SNN Ens U MT Np SpecFE	R-AUC MSE	1.14	—	Unverified