PDE Modeling on Diffusion Reaction 2D (DR2D)
0.0012RMSEMNO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MNOType=Mamba, Base Architecture=Galerkin Transformer2024.10 | 0.0012 | 0.0183 | 0.0099 | |
| MNOType=Mamba, Base Architecture=GNOT2024.10 | 0.006 | 0.0811 | 0.057 | |
| FNOType=Non-Transformer2024.10 | 0.0081 | 0.1203 | 0.0715 | |
| G.T.Type=Galerkin2024.10 | 0.0083 | 0.1259 | 0.0723 | |
| MNOType=Mamba, Base Architecture=OFormer2024.10 | 0.0123 | 0.1712 | 0.1134 | |
| OFormerType=Normalised2024.10 | 0.0177 | 0.2681 | 0.1559 | |
| GNOTType=Galerkin2024.10 | 0.0567 | 0.6953 | 0.7233 | |
| UNetType=Non-Transformer2024.10 | 0.0615 | 0.8449 | 0.5614 | |
| DeepONetType=Non-Transformer2024.10 | 0.0667 | 0.8771 | 0.604 |