Model Reduction on Burgers’ Scale initial conditions 4.7 (test) benchmark leaderboard · SOTA2 Research

Model Reduction on Burgers’ Scale initial conditions 4.7 (test)

0.0059Test Error (30s)Latent-DON

Evaluation Results

Method	Links
Latent-DON2025.12		0.0059	0.0065	0.0069	0.0072	0.0078	0.0083	0.0092	0.0091	0.0092	0.0153
FF-WeldNet2025.12		0.0063	0.0071	0.0059	0.0071	0.0175	0.0073	0.0081	0.0082	0.0084	0.0137
Grid-LDNet2025.12		0.0063	0.007	0.0072	0.0071	0.0078	0.0083	0.0097	0.0097	0.0095	0.0136
FF-WeldNet2025.12		0.0068	0.0045	0.005	0.0053	0.0058	0.0122	0.0088	0.0089	0.01	0.0101
Conv-WeldNet2025.12		0.009	0.0056	0.0055	0.0064	0.0066	0.0121	0.0082	0.0084	0.009	0.0094
FF-WeldNet2025.12		0.0091	0.0095	0.0111	0.0133	0.0145	0.0178	0.022	0.0239	0.0241	0.0343
Conv-WeldNet2025.12		0.0099	0.007	0.0064	0.0065	0.0074	0.0072	0.0076	0.0076	0.008	0.0091
Conv-WeldNet2025.12		0.0159	0.0119	0.0101	0.0067	0.0069	0.0089	0.0063	0.0074	0.0057	0.006
HDP2025.12		0.0209	0.0313	0.0403	0.0553	0.0825	0.0967	0.1116	0.1313	0.1323	0.1433
TimeInput2025.12		0.0258	0.0135	0.0116	0.0126	0.0123	0.0126	0.0145	0.0159	0.0178	0.0176
LDNet2025.12		0.044	0.0373	0.037	0.0375	0.0381	0.0374	0.0369	0.036	0.0388	0.0512
PCA-WeldNet2025.12		0.0445	0.0254	0.0292	0.0524	0.044	0.1145	0.0885	0.1223	0.1213	0.1133
PCA-WeldNet2025.12		0.1077	0.042	0.0656	0.0578	0.0909	0.1675	0.1408	0.1204	0.122	0.1551
PCA-WeldNet2025.12		0.1875	0.1177	0.1078	0.1176	0.1307	0.1561	0.1798	0.199	0.2174	0.2404
WLaSDI2025.12		1.045	1.042	1.055	1.072	1.097	1.137	1.192	1.263	1.359	1.486