Climate Modeling with Neural Diffusion Equations

Benchmark Model Rank Results
weather-forecasting-on-laNDE#3MSE (t+1): 0.2621 ± 0.0026MSE (t+6): 0.7594 ± 0.0225
weather-forecasting-on-noaa-atmosphericNDE#2MAE (t+1): 0.2975 ± 0.0062MAE (t+10): 1.6337 ± 0.0467
weather-forecasting-on-sdNDE#3MSE (t+1): 0.3561 ± 0.0055MSE (t+6): 0.7301 ± 0.0048