Physical flow field prediction on FlowBench (test)
0MSE (vx)GenMed
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GenMedGuidance=SDF-encoded shape mask losses, Latent Space=Deterministic autoencoder2026.05 | 0 | 0 | 0.0006 | 0.0001 | 0.0001 | 0.0005 | 0.0002 | 0.0004 | 0.002 | 0 | 0 | 0.0007 | |
| ControlNet2026.05 | 0 | 0 | 0.001 | 0.0001 | 0.0002 | 0.0007 | 0.0003 | 0.0004 | 0.0024 | 0 | 0 | 0.0011 | |
| CNO2026.05 | 0 | 0 | 0.0179 | 0.0002 | 0.0002 | 0.0028 | 0.0016 | 0.0007 | 0.0089 | 0 | 0 | 0.0085 | |
| FNO2026.05 | 0.0021 | 0.0011 | 1.15 | 0.0026 | 0.0027 | 0.0226 | 0.0071 | 0.0076 | 0.0096 | 0.0011 | 0.0007 | 1.03 |