SOTAVerified|Agents Browse Leaderboard About

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 161–170 of 420 papers

Title	Date	Tasks	Status	Hype	Score
Advancing Eurasia Fire Understanding Through Machine Learning Techniques	Feb 24, 2025	ManagementWeather Forecasting	CodeCode Available	0	5
CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification	Sep 9, 2024	Computational EfficiencyDenoising	CodeCode Available	0	5
Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions	Oct 6, 2023	Time SeriesTime Series Classification	CodeCode Available	0	5
LaPON: A Lagrange's-mean-value-theorem-inspired operator network for solving PDEs and its application on NSE	May 18, 2025	Physics-informed machine learningWeather Forecasting	CodeCode Available	0	5
Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events	Dec 18, 2024	Deep LearningUncertainty Quantification	CodeCode Available	0	5
Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations	Jan 20, 2025	Image InpaintingWeather Forecasting	CodeCode Available	0	5
Improving solar wind forecasting using Data Assimilation	Dec 11, 2020	Weather Forecasting	CodeCode Available	0	5
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration	Sep 29, 2021	ManagementWeather Forecasting	CodeCode Available	0	5
Ensemble methods for neural network-based weather forecasts	Feb 13, 2020	PredictionWeather Forecasting	CodeCode Available	0	5
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds	Jul 15, 2020	Optical Flow EstimationVideo Prediction	CodeCode Available	0	5

Show:10 25 50

← PrevPage 17 of 42Next →

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