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Benchmarks
PDE Modeling on Kolmogorov flow short horizon 60 steps
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38
HCT (MS-2)
Plain Amortized
37.12
43.06
49
54.94
Oct 8, 2025
HCT (MS-2)
HCT (DS-2)
HCT (DS-4)
HCT (DS-8)
HCT (MS-4)
HCT (MS-8)
Updated 22d ago
Evaluation Results
Method
Method
Links
HCT (MS-2)
HCT (DS-2)
HCT (DS-4)
HCT (DS-8)
HCT (MS-4)
HCT (MS-8)
Plain Amortized
Prediction Horizon=short
2025.10
38
60
41
13
32
31
DiffDA
Prediction Horizon=short
2025.10
38
-
-
-
31
27
BoN
Prediction Horizon=short
2025.10
40
40
32
21
32
32
Universal Amortized
Prediction Horizon=short
2025.10
50
37
17
8
32
28
CADA
Prediction Horizon=short
2025.10
60
60
60
50
60
60
Joint AAO
Prediction Horizon=short
2025.10
60
60
60
50
25
10
Joint AR
Prediction Horizon=short
2025.10
60
60
60
50
60
13
TTO-DA
Prediction Horizon=short
2025.10
60
60
60
37
48
27
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