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Benchmarks
Fluid Dynamics Emulation on Kolmogorov Flow
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0
MSE (1-step)
Adaptive + Proxy UT
0.000001
0.000001
0.000001
0.000001
Apr 9, 2026
MSE (1-step)
MSE (10-steps)
Correlation Time (s)
Final MSE
FSD (Last Step)
Updated 9d ago
Evaluation Results
Method
Method
Links
MSE (1-step)
MSE (10-steps)
Correlation Time (s)
Final MSE
FSD (Last Step)
Adaptive + Proxy UT
Schedule Type=Adaptive...
2026.04
0
0
11
-
0.38
Adaptive
Schedule Type=Adaptive
2026.04
0
0.0002
10.7
-
370,000
U-Net UT
Unrolling steps (U)=2,...
2026.04
0
0
10
-
0.91
PDERefiner
2026.04
0
0.0001
10.2
-
10.5
Sigmoid TF
Schedule Type=Sigmoid,...
2026.04
0
98,100,000
9.5
-
2,400,000
Linear TF
Schedule Type=Linear,...
2026.04
0
0.0003
9.7
-
210,000
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