10-step incompressible flow rollout on NS-SL extreme viscosity (x) (test)
0.0072UV relative-L2 ratioARC-STAR
Evaluation Results
| Method | Links | |
|---|---|---|
| ARC-STAR2026.05 | 0.0072 | |
| UNO2026.05 | 0.0172 | |
| ARC-STAR2026.05 | 0.0172 | |
| UNO2026.05 | 0.018 | |
| TFNO2026.05 | 0.018 | |
| Poseidon-FTtuning=LoRA, r=82026.05 | 0.0274 | |
| Poseidon-FTtuning=Partial2026.05 | 0.0352 | |
| FNO2026.05 | 0.0355 | |
| TFNO2026.05 | 0.0378 | |
| FNO2026.05 | 0.0459 | |
| Poseidon-FTtuning=Partial2026.05 | 0.0595 | |
| Poseidon-FTtuning=LoRA, r=82026.05 | 0.1316 | |
| DenseRes2026.05 | 0.18 | |
| U-Net2026.05 | 0.298 | |
| PDE-Refiner2026.05 | 0.314 | |
| U-Net2026.05 | 0.335 | |
| PINO-TTO-litemode=lite2026.05 | 0.626 | |
| PINO-TTO-litemode=lite2026.05 | 0.733 | |
| DenseRes2026.05 | 0.816 | |
| ResNet2026.05 | 0.947 | |
| Poseidon (raw)2026.05 | 1 | |
| Poseidon (raw)2026.05 | 1 | |
| Leray projection2026.05 | 1.017 | |
| Leray projection2026.05 | 1.068 | |
| PDE-Refiner2026.05 | 1.224 | |
| ResNet2026.05 | 2.527 | |
| PINN-Residual TTO2026.05 | 2.559 | |
| PINN-Residual TTO2026.05 | 2.705 | |
| PDEArena2026.05 | 3.817 | |
| PDEArena2026.05 | 7.106 |