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Benchmarks
Solving Partial Differential Equations (PDEs) on Darcy Flow
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13.8
CG Time (s)
CG
-21.8796
218.9577
459.795
700.6323
Nov 4, 2025
CG Time (s)
Database Time (s)
Training Time (s)
Inference Time (s)
NOWS Time (s)
Speedup (%)
Updated 26d ago
Evaluation Results
Method
Method
Links
CG Time (s)
Database Time (s)
Training Time (s)
Inference Time (s)
NOWS Time (s)
Speedup (%)
CG
Resolution=64×64, Samp...
2025.11
13.8
-
-
-
-
-
NOWS
Resolution=64×64, Samp...
2025.11
13.8
241.61
668.47
2.37
11.7
15.22
CG
Resolution=128×128, Sa...
2025.11
126.8
-
-
-
-
-
NOWS
Resolution=128×128, Sa...
2025.11
126.8
1,033.46
1,022.16
2.4
102.32
19.3
CG
Resolution=256×256, Sa...
2025.11
905.79
-
-
-
-
-
NOWS
Resolution=256×256, Sa...
2025.11
905.79
4,287.05
3,874.47
2.82
736.95
18.64
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