| ERA5 | MeTok (Ours) | Temporal Score28.68 | | 98 | 2mo ago |
| WeatherBench (test) | MeTok | IoU41.43 | | 78 | 2mo ago |
| Mississippi River Basin (test) | FusionCast | CSI78.4 | | 60 | 2mo ago |
| MeteoNet | DiffCast | SSIM0.8167 | | 42 | 2d ago |
| SEVIR | FACL | TFLOPs0.02 | | 41 | 20d ago |
| MeteoNet (test) | PW-FouCast | MAE0.6603 | | 23 | 2mo ago |
| MeteoNet 100-minute forecasting 1.0 (test) | HARECast | CSI (Moderate)39.33 | | 18 | 20d ago |
| SEVIR 100-minute forecasting 1.0 (test) | HARECast | CSI-M0.3443 | | 18 | 20d ago |
| SEVIR (test) | PixelFlowCast | CSI (16)60.41 | | 17 | 22d ago |
| ARSO (test) | FlowCast | CSI-M42 | | 14 | 3mo ago |
| SEVIR | McCast | CSIM33.9 | | 13 | 20d ago |
| ERA5 5~6h forecast window | PA-Net | IoU37.57 | | 13 | 2mo ago |
| ERA5 4~5h forecast window | PA-Net | IoU40.49 | | 13 | 2mo ago |
| ERA5 3~4h forecast window | PA-Net | IoU43.72 | | 13 | 2mo ago |
| ERA5 2~3h forecast window | PA-Net | IoU45.58 | | 13 | 2mo ago |
| ERA5 1~2h forecast window | PA-Net | IoU49.94 | | 13 | 2mo ago |
| ERA5 0~1h forecast window | PA-Net | IoU53.78 | | 13 | 2mo ago |
| CIKM | | CSI-M31.94 | | 13 | 3mo ago |
| Shanghai Radar | DuoCast | CSI-M0.4252 | | 13 | 3mo ago |
| Netherlands dataset | SmaAt-Krige-GNet | F1 Score78.0774 | | 12 | 2mo ago |
| HKO-7 (test) | TrajGRU | CSI (r >= 0.5)55.63 | | 12 | 3mo ago |
| MRMS | LangPrecip | CSI (≥ 1mm/h)0.435 | | 11 | 3mo ago |
| Swedish Dataset | LangPrecip | CSI (0.06mm/h)0.586 | | 11 | 3mo ago |
| SEVIR | FREUD + LSM-L | CRPS0.019 | | 10 | 2d ago |
| Jiangsu SWAN (test) | | CSI (25dBZ)66.8 | | 9 | 19d ago |