Satellite Image Forecasting on EarthNet Seasonal Matched-Pair Benchmark 2021
0.0312ENSPredRNN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PredRNNModel Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.0312 | 0.1325 | 0.3936 | 0.1619 | 0.4436 | -0.1503 | |
| PhyDNetModel Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.0626 | 0.1124 | 0.3233 | 1.5278 | 0.5049 | 0.0362 | |
| TAUModel Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.1735 | 0.0482 | 0.1512 | 0.5183 | 0.4948 | 0.1386 | |
| PredRNN v2Model Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.1868 | 0.107 | 0.3614 | 0.3961 | 0.5049 | 0.1227 | |
| LatteModel Category=Generative Models, Finetuned from pretrained weight=false2026.06 | 0.205 | 0.0455 | 0.168 | 1.4021 | 0.5613 | 0.1882 | |
| SimVPModel Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.2098 | 0.0475 | 0.1586 | 1.4467 | 0.4938 | 0.1606 | |
| Wan2.1-Fun-InpModel Category=Generative Models, Finetuned from pretrained weight=true2026.06 | 0.2537 | 0.0325 | 0.1208 | 0.7066 | 0.605 | 0.2809 | |
| EarthformerModel Category=Deterministic Models, Finetuned from pretrained weight=false2026.06 | 0.2879 | 0.028 | 0.1109 | 0.6302 | 0.5551 | 0.1814 | |
| EO-WMModel Category=Generative Models, Finetuned from pretrained weight=false2026.06 | 0.3022 | 0.0222 | 0.1012 | 0.6927 | 0.6522 | 0.2942 |