10-step incompressible flow rollout on NS-G extreme viscosity (x) (test)
0.0049UV Relative L2 RatioFNO
Evaluation results
| Method | Links | |
|---|---|---|
| FNO2026.05 | 0.0049 | |
| TFNO2026.05 | 0.0163 | |
| ARC-STAR2026.05 | 0.0224 | |
| UNO2026.05 | 0.0232 | |
| Poseidon-FTtuning=Partial2026.05 | 0.0664 | |
| Poseidon-FTtuning=LoRA, r=82026.05 | 0.074 | |
| PDE-Refiner2026.05 | 0.401 | |
| Leray projection2026.05 | 0.433 | |
| DenseRes2026.05 | 0.775 | |
| PINO-TTO-litemode=lite2026.05 | 0.867 | |
| PINN-Residual TTO2026.05 | 0.902 | |
| Poseidon (raw)2026.05 | 1 | |
| U-Net2026.05 | 3.145 | |
| PDEArena2026.05 | 3.87 | |
| ResNet2026.05 | 7.3 |