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Benchmarks
Fluid Dynamics Emulation on Kuramoto-Sivashinsky
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1-step MSE
Adaptive + Proxy UT
0
0
0
0
Apr 9, 2026
1-step MSE
10-step MSE
High-Correlation Time (s)
Final MSE
Last-step FSD
Updated 9d ago
Evaluation Results
Method
Method
Links
1-step MSE
10-step MSE
High-Correlation Time (s)
Final MSE
Last-step FSD
Adaptive + Proxy UT
Schedule Type=Adaptive...
2026.04
0
0
86.1
-
-
PDERefiner
2026.04
0
0
88
-
-
Adaptive
Schedule Type=Adaptive
2026.04
0
0
85.8
-
-
Sigmoid TF
Schedule Type=Sigmoid,...
2026.04
0
0
78.4
-
-
U-Net TF
Backbone=U-Net, Traini...
2026.04
0
0
68.4
-
-
Cosine TF
Schedule Type=Cosine,...
2026.04
0
0
74.9
-
-
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