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Benchmarks
10-step incompressible flow rollout on NS-Sines moderate viscosity (m) (test)
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0.0162
UV Relative L2 Ratio
ARC-STAR
-0.092752
0.642674
1.3781
2.113526
May 21, 2026
UV Relative L2 Ratio
Updated 12d ago
Evaluation Results
Method
Method
Links
UV Relative L2 Ratio
ARC-STAR
2026.05
0.0162
DenseRes
2026.05
0.0757
UNO
2026.05
0.116
Poseidon-FT
tuning=Partial
2026.05
0.1181
Poseidon-FT
tuning=LoRA, r=8
2026.05
0.1418
FNO
2026.05
0.325
PDE-Refiner
2026.05
0.479
TFNO
2026.05
0.489
U-Net
2026.05
0.755
PINO-TTO-lite
mode=lite
2026.05
0.865
Leray projection
2026.05
0.99
Poseidon (raw)
2026.05
1
ResNet
2026.05
1.208
PDEArena
2026.05
2.66
PINN-Residual TTO
2026.05
2.74
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