1D PDE forecasting on Cubic 1D In-distribution 1.0 (test)
0.0041Relative L2 ErrorHFluxNO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HFluxNOprediction_mode=Single step2026.05 | 0.0041 | 0.0155 | |
| DPOTprediction_mode=Single step2026.05 | 0.0074 | 0.0242 | |
| DISCOprediction_mode=Single step2026.05 | 0.0106 | 0.039 | |
| HFluxNOprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.0521 | 0.368 | |
| DISCOprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.0822 | 0.455 | |
| DPOTprediction_mode=Autoregressive Rollout (20 steps)2026.05 | 0.136 | 0.678 |