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ResearchFormerly WizWand

10-step incompressible flow rollout on NS-SL extreme viscosity (x) (test)

0.0072UV relative-L2 ratioARC-STAR
-0.2767521.6399243.55665.473276May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ARC-STAR2026.050.0072
UNO2026.050.0172
ARC-STAR2026.050.0172
UNO2026.050.018
TFNO2026.050.018
Poseidon-FTtuning=LoRA, r=82026.050.0274
Poseidon-FTtuning=Partial2026.050.0352
FNO2026.050.0355
TFNO2026.050.0378
FNO2026.050.0459
Poseidon-FTtuning=Partial2026.050.0595
Poseidon-FTtuning=LoRA, r=82026.050.1316
DenseRes2026.050.18
U-Net2026.050.298
PDE-Refiner2026.050.314
U-Net2026.050.335
PINO-TTO-litemode=lite2026.050.626
PINO-TTO-litemode=lite2026.050.733
DenseRes2026.050.816
ResNet2026.050.947
Poseidon (raw)2026.051
Poseidon (raw)2026.051
Leray projection2026.051.017
Leray projection2026.051.068
PDE-Refiner2026.051.224
ResNet2026.052.527
PINN-Residual TTO2026.052.559
PINN-Residual TTO2026.052.705
PDEArena2026.053.817
PDEArena2026.057.106