Inverse PDE Problem Solving on Allen-Cahn-2D benchmark leaderboard · SOTA2 Research

Inverse PDE Problem Solving on Allen-Cahn-2D

100Success RateD-IPG

Evaluation Results

Method	Links
D-IPG2026.05		100	6	9.3849	0.1498	28.4511
L-BFGS2026.05		75	31	7.607	0.3596	—
GN2026.05		42.5	6	10.0346	2.7655	—
D-IPG2026.05		16.25	5	12.1996	0.1228	18.1261
Gradient Descent2026.05		0	80	93.0444	1.6142	—
LM2026.05		0	55	19.7546	11.6221	—