Physical Property Prediction on ShapeNet Car (test) benchmark leaderboard · SOTA2 Research

Physical Property Prediction on ShapeNet Car (test)

0.167VolumeGEO-FNO

Evaluation Results

Method	Links
GEO-FNO2026.04		0.167	0.2378	0.0664	0.828
GraphUNet2026.04		0.0471	0.1102	0.0226	0.9725
GraphSAGE2026.04		0.0461	0.105	0.027	0.9695
GNO2026.04		0.0383	0.0815	0.0172	0.9834
MeshGraphNet2026.04		0.0354	0.0781	0.0168	0.984
LNO2026.04		0.0269	0.087	0.0174	0.9781
Transolver2026.04		0.0221	0.0785	0.0117	0.9914
LinearNO2026.04		0.0194	0.0754	0.0106	0.9925
Ours (LRSA)2026.04		0.0166	0.0719	0.0106	0.9925