PDE Solving on RealPDEBench Turbulent Combustion 1.0 (test) benchmark leaderboard · SOTA2 Research

PDE Solving on RealPDEBench Turbulent Combustion 1.0 (test)

0.0253RMSEPhysGuard

Evaluation Results

Method	Links
PhysGuard2026.06		0.0253	0.6458	0.0033	0.0041
EWC2026.06		0.0254	0.6424	0.0033	0.0042
DFT2026.06		0.0255	0.6414	0.0033	0.0042
PhysGuard2026.06		0.0265	0.6125	0.0035	0.0046
EWC2026.06		0.0267	0.606	0.0036	0.0048
L2-SP2026.06		0.0269	0.6018	0.0036	0.0048
DFT2026.06		0.0269	0.6008	0.0036	0.0048
PhysGuard2026.06		0.0274	0.5844	0.0037	0.0044
EWC2026.06		0.0275	0.5837	0.0037	0.0044
DFT2026.06		0.0276	0.5799	0.0037	0.0045
L2-SP2026.06		0.0278	0.5732	0.0037	0.0049
L2-SP2026.06		0.0281	0.5653	0.0038	0.0046
Pretrained2026.06		0.0363	0.2735	0.0051	0.0081
PhysGuard2026.06		0.0384	0.1848	0.0051	0.0076
DFT2026.06		0.04	0.1181	0.0053	0.0083
Pretrained2026.06		0.0404	0.0999	0.0056	0.0095
EWC2026.06		0.0407	0.0845	0.0054	0.0085
L2-SP2026.06		0.0409	0.0773	0.0054	0.0086
Pretrained2026.06		0.0427	-0.0049	0.006	0.0106
Pretrained2026.06		0.0444	-0.0898	0.0062	0.0113