OpenCodePapers

earth-surface-forecasting-on-earthnet2021

Video PredictionEarth Surface Forecasting
Dataset Link
Results over time
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Leaderboard
PaperCodeEarthNetScoreModelNameReleaseDate
Deep learning for satellite image forecasting of vegetation greenness✓ Link0.2740SGConvLSTM2022-08-17
Deep learning for satellite image forecasting of vegetation greenness✓ Link0.2595SGEDConvLSTM2022-08-17
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task✓ Link0.2364Channel-U-Net Baseline2021-04-16
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task✓ Link0.2215Arcon Baseline2021-04-16
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model✓ Link0.2140Diaconu ConvLSTM2022-06-20
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task✓ Link0.1939Persistence Baseline2021-04-16