Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Inverse PDE Problem Solving on Allen-Cahn-2D
Loading...
100
Success Rate
D-IPG
-4
23
50
77
May 13, 2026
Success Rate
Median Iterations
Mean RMSE
Mean Inference Time (s)
Mean Final RJCP
Updated 2mo ago
Evaluation Results
Method
Method
Links
Success Rate
Median Iterations
Mean RMSE
Mean Inference Time (s)
Mean Final RJCP
D-IPG
Ablation=+JCP
2026.05
100
6
9.3849
0.1498
28.4511
L-BFGS
2026.05
75
31
7.607
0.3596
-
GN
2026.05
42.5
6
10.0346
2.7655
-
D-IPG
Ablation=-JCP
2026.05
16.25
5
12.1996
0.1228
18.1261
Gradient Descent
2026.05
0
80
93.0444
1.6142
-
LM
2026.05
0
55
19.7546
11.6221
-
Feedback
Search any
task
Search any
task