Earth Surface Forecasting On Earthnet2021 Iid
評価指標
EarthNetScore
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | EarthNetScore | Paper Title | Repository |
|---|---|---|---|
| Earthformer | 0.3425 | Earthformer: Exploring Space-Time Transformers for Earth System Forecasting | |
| Persistence Baseline | 0.2625 | EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | |
| Channel-U-Net Baseline | 0.2902 | EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | |
| SGEDConvLSTM | 0.3164 | Deep learning for satellite image forecasting of vegetation greenness | - |
| Diaconu ConvLSTM | 0.3266 | Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model | - |
| SGConvLSTM | 0.3176 | Deep learning for satellite image forecasting of vegetation greenness | - |
| Arcon Baseline | 0.2803 | EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task |
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