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Partial Differential Equation (PDE) Solving on Gray-Scott PDE
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1.02
Mean Improvement Ratio
Breed
0.9472
0.9661
0.985
1.0039
Jun 8, 2026
Mean Improvement Ratio
Max Improvement Ratio
P99 Improvement Ratio
Std Improvement Ratio
Percentage Improvement
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Improvement Ratio
Max Improvement Ratio
P99 Improvement Ratio
Std Improvement Ratio
Percentage Improvement
Breed
Strategy=Breed
2026.06
1.02
1.2
1.52
1.75
-
Top-K
Strategy=Top-K
2026.06
1.01
1.01
1.06
1.03
-
SBAL
Strategy=SBAL
2026.06
0.99
1.03
0.99
0.98
-
OGAS-L
Strategy=OGAS-L
2026.06
0.96
1.68
1.25
1.4
-
Sobol
Strategy=Sobol
2026.06
0.96
1.02
0.94
0.93
-
OGAS-U
Strategy=OGAS-U
2026.06
0.95
1.42
1.22
1.29
-
SEA-PINN
2026.06
-
-
-
-
99.91
TSA-PINN
2026.06
-
-
-
-
99.96
TSA_SEA-PINN
2026.06
-
-
-
-
99.96
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