Flow Field Prediction on CFDBench Cavity
0.1456RMSEU-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| U-Net2026.04 | 0.1456 | 0.0715 | 0.3608 | 0.0342 | |
| UNOOfficial Hyperparameters=None (Short Grid Search)2026.04 | 0.1476 | 0.0693 | 0.3883 | 0.039 | |
| FNO2026.04 | 0.1911 | 0.0921 | 0.4822 | 0.065 | |
| CNOOfficial Hyperparameters=None (Short Grid Search)2026.04 | 0.2385 | 0.0928 | 0.4895 | 0.0587 | |
| DeepONet2026.04 | 0.271 | 0.0879 | 0.3525 | 0.0301 | |
| FLOWFORGEMode=compiler-selected configuration2026.04 | 0.2949 | 0.2076 | 0.6573 | 0.0919 |