Streamflow Simulation on CAMELS 531 basins (Day-0)
0.75NSEHydroDiffusion
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HydroDiffusiontraining=diffusion-based, architecture=SSM backbone, aggregation=ensemble mean2025.12 | 0.75 | 0.78 | 0.88 | -12.03 | 9.88 | |
| SSMtraining=deterministic, architecture=SSM backbone2025.12 | 0.73 | 0.76 | 0.88 | -16.44 | 7.76 | |
| DiffusionLSTMEncDectraining=diffusion-based, architecture=encoder-decoder, aggregation=ensemble mean2025.12 | 0.73 | 0.75 | 0.87 | -17.18 | -2.02 | |
| DiffusionLSTMDectraining=diffusion-based, architecture=decoder-only, aggregation=ensemble mean2025.12 | 0.73 | 0.73 | 0.87 | -23.1 | -10.17 | |
| Simulation benchmarktype=baseline2025.12 | 0.71 | 0.74 | 0.87 | -15.54 | -1.13 | |
| DRUMtraining=diffusion-based, aggregation=ensemble mean2025.12 | 0.71 | 0.76 | 0.87 | -3.37 | 19.77 | |
| LSTMEncDectraining=deterministic, architecture=encoder-decoder2025.12 | 0.69 | 0.74 | 0.85 | -9.72 | -1.41 | |
| LSTMDectraining=deterministic, architecture=decoder-only2025.12 | 0.68 | 0.76 | 0.85 | -8.8 | -15.81 |