PDE Solving on 3D Cahn-Hilliard (alpha [15, 35], tau [60, 90]) OOD benchmark leaderboard · SOTA2 Research

PDE Solving on 3D Cahn-Hilliard (alpha [15, 35], tau [60, 90]) OOD

1.1379Relative L2 Error at t=50DeepONet

Evaluation Results

Method	Links
DeepONet2026.06		1.1379	1.9408	1.0965	6.0847	2.2811
HAMNO2026.06		1.1922	2.0097	1.1507	2.1961	1.288
U-Net2026.06		1.5684	2.4213	1.479	1.1378	0.3879
FFNO2026.06		1.6427	2.7786	1.6159	6.9621	1.0717
U-FNO2026.06		2.0484	3.2315	1.9194	1.6566	0.9718
U-NO2026.06		2.7393	4.1443	2.5759	4.3455	1.222
FNO2026.06		3.1029	4.2763	2.9019	6.559	0.4503
PI-HAMNO2026.06		4.2734	5.8495	4.0951	5.5132	1.2752