1D PDE forecasting on Shallow water 1D In-distribution 1.0 (test)
0.0063Relative L2 ErrorHFluxNO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HFluxNOprediction_mode=Single step2026.05 | 0.0063 | 0.0229 | |
| DPOTprediction_mode=Single step2026.05 | 0.0085 | 0.0288 | |
| DISCOprediction_mode=Single step2026.05 | 0.0142 | 0.0507 | |
| HFluxNOprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.0755 | 0.398 | |
| DPOTprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.105 | 0.463 | |
| DISCOprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.111 | 0.445 |