PDE Solving on RealPDEBench Cylinder Flow 1.0 (test) benchmark leaderboard · SOTA2 Research

PDE Solving on RealPDEBench Cylinder Flow 1.0 (test)

0.0464RMSEPhysGuard

Evaluation Results

Method	Links
PhysGuard2026.06		0.0464	0.8853	0.0076	0.0115
EWC2026.06		0.0486	0.8741	0.0077	0.0136
L2-SP2026.06		0.0492	0.871	0.0086	0.0151
DFT2026.06		0.0499	0.8671	0.0087	0.0159
PhysGuard2026.06		0.0604	0.8054	0.0091	0.0113
EWC2026.06		0.0632	0.7869	0.0103	0.016
DFT2026.06		0.0649	0.7753	0.0105	0.0165
L2-SP2026.06		0.0656	0.7704	0.0108	0.0174
Pretrained2026.06		0.0724	0.7201	0.0111	0.0138
PhysGuard2026.06		0.0744	0.7048	0.0125	0.0196
Pretrained2026.06		0.0806	0.653	0.0127	0.0183
EWC2026.06		0.0906	0.5621	0.0142	0.026
L2-SP2026.06		0.0912	0.5556	0.0143	0.0263
DFT2026.06		0.0931	0.5371	0.0151	0.0253
Pretrained2026.06		0.1007	0.4581	0.0161	0.0279
PhysGuard2026.06		0.107	0.3891	0.0157	0.031
Pretrained2026.06		0.1115	0.3364	0.0169	0.0336
DFT2026.06		0.1124	0.3257	0.0164	0.0335
EWC2026.06		0.1133	0.3144	0.0165	0.0336
L2-SP2026.06		0.1136	0.3107	0.0165	0.0337