Rollout Prediction on Advection-Diffusion-Reaction (val)
0.29Relative Rollout Error (T=0.4)AE-ViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AE-ViTparameter count=≈ 6 million2026.04 | 0.29 | 0.59 | |
| AE + 1D transformerparameter count=≈ 38 million2026.04 | 1.17 | 2.29 | |
| DL-ROMparameter count=≈ 52 million2026.04 | 1.23 | 64.73 | |
| ViTparameter count=≈ 4 million2026.04 | 9.97 | 23.66 |