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Benchmarks
10-step incompressible flow rollout on NS-PwC extreme viscosity (x) (test)
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0.0056
UV Relative L2 Ratio
ARC-STAR
-0.244256
1.442272
3.1288
4.815328
May 21, 2026
UV Relative L2 Ratio
Updated 12d ago
Evaluation Results
Method
Method
Links
UV Relative L2 Ratio
ARC-STAR
2026.05
0.0056
UNO
2026.05
0.0184
Poseidon-FT
tuning=LoRA, r=8
2026.05
0.0432
Poseidon-FT
tuning=Partial
2026.05
0.0709
DenseRes
2026.05
0.0768
FNO
2026.05
0.185
PINO-TTO-lite
mode=lite
2026.05
0.653
Poseidon (raw)
2026.05
1
Leray projection
2026.05
1.013
TFNO
2026.05
1.395
ResNet
2026.05
1.395
U-Net
2026.05
1.441
PDE-Refiner
2026.05
1.508
PINN-Residual TTO
2026.05
2.272
PDEArena
2026.05
6.252
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