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ResearchFormerly WizWand

10-step Incompressible Flow Rollout on NS-SL moderate viscosity (m) (test)

0.0036UV Relative L2 RatioARC-STAR
-0.3207761.8687624.05836.247838May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ARC-STAR2026.050.0036
UNO2026.050.0084
TFNO2026.050.0101
FNO2026.050.0103
Poseidon-FTtuning=LoRA, r=82026.050.0135
UNO2026.050.0148
FNO2026.050.0248
ARC-STAR2026.050.0274
TFNO2026.050.0308
Poseidon-FTtuning=Partial2026.050.0391
Poseidon-FTtuning=Partial2026.050.0417
DenseRes2026.050.0689
Poseidon-FTtuning=LoRA, r=82026.050.0944
U-Net2026.050.137
U-Net2026.050.27
PDE-Refiner2026.050.313
ResNet2026.050.471
PINO-TTO-litemode=lite2026.050.601
DenseRes2026.050.644
PINO-TTO-litemode=lite2026.050.665
Poseidon (raw)2026.051
Poseidon (raw)2026.051
Leray projection2026.051.005
Leray projection2026.051.035
PDE-Refiner2026.051.099
ResNet2026.052.154
PINN-Residual TTO2026.052.436
PINN-Residual TTO2026.052.744
PDEArena2026.054.374
PDEArena2026.058.113