Signed Distance Field Reconstruction on Thingy10k benchmark leaderboard · SOTA2 Research

Signed Distance Field Reconstruction on Thingy10k

0.011Chamfer Distance (mean)Hessian

Evaluation Results

Method
Hessian2026.04	0.011	0.0043	0.0472	0.0744	0.0753	0.1106	0.7615	0.0598	0.8185	0.2042	0.4841	0.1089	0.0318	0.009
Medial Axis Aware Learning of Signed Distance Functions2026.04	0.0124	0.0073	0.0847	0.1125	0.0741	0.1024	0.0769	0.0829	0.0189	0.0164	0.0253	0.0079	0.0871	0.0174
HotSpot2026.04	0.013	0.0089	0.0566	0.0665	0.0818	0.1049	0.1069	0.0742	0.2143	0.0774	0.4266	0.0613	0.0671	0.001
HeatSDF2026.04	0.0448	0.0208	0.1689	0.1206	0.0893	0.0947	0.2136	0.0209	0.1588	0.0724	0.3215	0.0942	0.0172	0.0103
1-Lip2026.04	0.0536	0.0146	0.1576	0.0938	0.1413	0.1115	0.0728	0.0326	0.1109	0.0602	0.8607	0.1761	0.1109	0.0602