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Benchmarks
10-step incompressible flow rollout on NS-PwC moderate viscosity (m) (test)
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0.0047
UV Relative L2 Ratio
ARC-STAR
-0.283072
1.659389
3.60185
5.544311
May 21, 2026
UV Relative L2 Ratio
Updated 12d ago
Evaluation Results
Method
Method
Links
UV Relative L2 Ratio
ARC-STAR
2026.05
0.0047
Poseidon-FT
tuning=LoRA, r=8
2026.05
0.009
UNO
2026.05
0.0109
DenseRes
2026.05
0.0395
Poseidon-FT
tuning=Partial
2026.05
0.0405
FNO
2026.05
0.101
PINO-TTO-lite
mode=lite
2026.05
0.583
Poseidon (raw)
2026.05
1
Leray projection
2026.05
1.011
TFNO
2026.05
1.113
ResNet
2026.05
1.125
U-Net
2026.05
1.155
PDE-Refiner
2026.05
1.265
PINN-Residual TTO
2026.05
2.532
PDEArena
2026.05
7.199
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