PDE Surrogate Modeling on 2D Kuramoto-Sivashinsky and Gray-Scott benchmark leaderboard · SOTA2 Research

PDE Surrogate Modeling on 2D Kuramoto-Sivashinsky and Gray-Scott

0.82Mean ErrorBreed

Evaluation Results

Method	Links
Breed2026.06		0.82	1.12	1.13	1.36
Breed2026.06		0.82	1.12	1.13	1.36
Breed2026.06		0.92	0.88	0.93	1.01
OGAS-L2026.06		0.93	1.54	1.5	1.8
OGAS-L2026.06		0.93	1.54	1.5	1.8
OGAS-L2026.06		0.94	1.8	1.45	1.72
Sobol2026.06		0.95	0.93	0.91	0.89
OGAS-U2026.06		0.96	1.3	1.27	1.47
Top-K2026.06		0.96	1.3	1.26	1.27
OGAS-U2026.06		0.96	1.64	1.49	1.72
OGAS-U2026.06		0.96	1.3	1.27	1.47
Top-K2026.06		0.96	1.3	1.26	1.27
SBAL2026.06		0.97	1.29	1.2	1.1
SBAL2026.06		0.97	0.98	0.93	0.92
SBAL2026.06		0.97	1.29	1.2	1.1
OGAS-U2026.06		0.97	1.47	1.2	1.3
Sobol2026.06		0.98	1.02	0.99	0.99
Sobol2026.06		0.98	1.02	0.99	0.99
Top-K2026.06		1.01	0.98	1.01	0.97
SBAL2026.06		1.01	0.99	0.97	0.98
Breed2026.06		1.02	1.58	1.62	1.89
Top-K2026.06		1.03	0.92	0.95	0.9
OGAS-L2026.06		1.04	1.59	1.32	1.47
Sobol2026.06		1.05	1.02	1.01	0.99