10-step incompressible flow rollout on NS-PwC moderate viscosity (m) (test)
0.0047UV Relative L2 RatioARC-STAR
Evaluation results
| Method | Links | |
|---|---|---|
| ARC-STAR2026.05 | 0.0047 | |
| Poseidon-FTtuning=LoRA, r=82026.05 | 0.009 | |
| UNO2026.05 | 0.0109 | |
| DenseRes2026.05 | 0.0395 | |
| Poseidon-FTtuning=Partial2026.05 | 0.0405 | |
| FNO2026.05 | 0.101 | |
| PINO-TTO-litemode=lite2026.05 | 0.583 | |
| Poseidon (raw)2026.05 | 1 | |
| Leray projection2026.05 | 1.011 | |
| TFNO2026.05 | 1.113 | |
| ResNet2026.05 | 1.125 | |
| U-Net2026.05 | 1.155 | |
| PDE-Refiner2026.05 | 1.265 | |
| PINN-Residual TTO2026.05 | 2.532 | |
| PDEArena2026.05 | 7.199 |