| Paper | Code | EarthNetScore | ModelName | ReleaseDate |
|---|---|---|---|---|
| Earthformer: Exploring Space-Time Transformers for Earth System Forecasting | ✓ Link | 0.3425 | Earthformer | 2022-07-12 |
| Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model | ✓ Link | 0.3266 | Diaconu ConvLSTM | 2022-06-20 |
| Deep learning for satellite image forecasting of vegetation greenness | ✓ Link | 0.3176 | SGConvLSTM | 2022-08-17 |
| Deep learning for satellite image forecasting of vegetation greenness | ✓ Link | 0.3164 | SGEDConvLSTM | 2022-08-17 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | ✓ Link | 0.2902 | Channel-U-Net Baseline | 2021-04-16 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | ✓ Link | 0.2803 | Arcon Baseline | 2021-04-16 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | ✓ Link | 0.2625 | Persistence Baseline | 2021-04-16 |