Aerodynamic Simulation on Shape-Net Car (test) benchmark leaderboard · SOTA2 Research

Aerodynamic Simulation on Shape-Net Car (test)

0.021Volume Relative L2 ErrorPGOT

Evaluation Results

Method	Links
PGOT2025.12		0.021	0.0766	0.0101	0.9926
SAOT2025.12		0.0223	0.0778	0.0122	0.9884
Transolver2025.12		0.0231	0.0787	0.0113	0.9901
3D-GeoCA2025.12		0.0319	0.0779	0.0159	0.9842
GNOT2025.12		0.0329	0.0798	0.0178	0.9833
Galerkin2025.12		0.0339	0.0878	0.0179	0.9764
MeshGraphNet2025.12		0.0354	0.0781	0.0168	0.984
GNO2025.12		0.0383	0.0815	0.0172	0.9834
GINO2025.12		0.0386	0.081	0.0184	0.9826
GraphSAGE2025.12		0.0461	0.105	0.027	0.9695
Graph U-Net2025.12		0.0471	0.1102	0.0226	0.9725
PointNet2025.12		0.0494	0.1104	0.0298	0.9583
Simple MLP2025.12		0.0512	0.1304	0.0307	0.9496
Geo-FNO2025.12		0.167	0.2378	0.0664	0.828