| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SEVIR (test) | IAM4VP | CSI (16)77.61 | 34 | 3mo ago | |
| Ban Nhung Basin | MP-MoE | MAE (1h)0.357 | 18 | 2mo ago | |
| Song Chay Basin | MP-MoE | MAE (1h)0.282 | 15 | 2mo ago | |
| Radar Echo | MotionRNN | CSI (Threshold 30)67.8 | 14 | 3mo ago | |
| CONUS Mar 2023 Spring Transition | Pearson Correlation Coefficient (r)1.27 | 12 | 7d ago | ||
| CONUS Jun 2022 Summer Convective | GraphCast | Correlation (r)0.55 | 12 | 7d ago | |
| CONUS Dec 2022 Winter Storm Elliott | GraphCast | Correlation Coefficient (r)0.89 | 12 | 7d ago | |
| S-band radar composite reflectivity data Eastern China 6-120 min (20-frame) (test) | PredRNNv2 | MAE0.043 | 8 | 1mo ago | |
| USA | ConvGRU | Parameters (M)0.045 | 6 | 2mo ago | |
| USA ERA5 (test) | Ours | POD (0.2 mm/h)47.1 | 6 | 2mo ago | |
| Hubei (test) | Ours | POD (20 dBZ)41 | 5 | 2mo ago | |
| WeatherBench 2 | RMSE (0-6h)0.57 | 2 | 2mo ago |
