EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task

Benchmark Model Rank Results
earth-surface-forecasting-on-earthnet2021-extreme-trackChannel-U-Net Baseline#3EarthNetScore: 0.2364
earth-surface-forecasting-on-earthnet2021-extreme-trackArcon Baseline#4EarthNetScore: 0.2215
earth-surface-forecasting-on-earthnet2021-extreme-trackPersistence Baseline#6EarthNetScore: 0.1939
earth-surface-forecasting-on-earthnet2021-iid-trackChannel-U-Net Baseline#5EarthNetScore: 0.2902
earth-surface-forecasting-on-earthnet2021-iid-trackArcon Baseline#6EarthNetScore: 0.2803
earth-surface-forecasting-on-earthnet2021-iid-trackPersistence Baseline#7EarthNetScore: 0.2625
earth-surface-forecasting-on-earthnet2021-ood-trackChannel-U-Net Baseline#5EarthNetScore: 0.2854
earth-surface-forecasting-on-earthnet2021-ood-trackArcon Baseline#6EarthNetScore: 0.2655
earth-surface-forecasting-on-earthnet2021-ood-trackPersistence Baseline#7EarthNetScore: 0.2587
earth-surface-forecasting-on-earthnet2021-seasonal-trackPersistence Baseline#1EarthNetScore: 0.2676
earth-surface-forecasting-on-earthnet2021-seasonal-trackChannel-U-Net Baseline#4EarthNetScore: 0.1955
earth-surface-forecasting-on-earthnet2021-seasonal-trackArcon Baseline#6EarthNetScore: 0.1587