Fluid Dynamics Prediction on Shape-Net Car
0.096Pressure L2 ErrorGLNO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GLNO2025.12 | 0.096 | 0.1037 | |
| AMG2025.12 | 0.0978 | 0.0919 | |
| GKNO2025.12 | 0.1043 | 0.1064 | |
| GLNO w/o σAblation=without the non-periodic basis components2025.12 | 0.1056 | 0.1452 | |
| Transolver2025.12 | 0.1098 | 0.121 | |
| GNOT2025.12 | 0.1109 | 0.1206 | |
| Sp2GNO2025.12 | 0.1197 | 0.1056 | |
| FNO2025.12 | 0.1272 | 0.1473 | |
| Geo-FNO2025.12 | 0.1278 | 0.1213 | |
| U-Net2025.12 | 0.1436 | 0.1267 | |
| MLP2025.12 | 0.279 | 0.1293 | |
| GINO2025.12 | 0.736 | 0.2563 | |
| LSM2025.12 | 0.7366 | 0.2582 |