3D Object Reconstruction on ShapeNet benchmark leaderboard · SOTA2 Research

3D Object Reconstruction on ShapeNet

0.966IoU (airplane)Michelangelo

Evaluation Results

Method	Links
Michelangelo2023.06		0.966	—	—	0.969	0.966	—	0.95	—	0.967	—	0.965	—	—	0.966	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.964
3DS2V2023.06		0.962	—	—	0.966	0.957	—	0.931	—	0.942	—	0.965	—	—	0.955	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.955
3DILG2023.06		0.952	—	—	0.961	0.95	—	0.926	—	0.938	—	0.963	—	—	0.95	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.948
IF-Net2023.06		0.937	—	—	0.952	0.927	—	0.914	—	0.914	—	0.901	—	—	0.934	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.924
ConvOccNet2023.06		0.881	—	—	0.921	0.856	—	0.859	—	0.871	—	0.847	—	—	0.888	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.873
OccNet2023.06		0.835	—	—	0.911	0.803	—	0.735	—	0.755	—	0.823	—	—	0.825	—	—	—	—	—	—	—	—	—	—	—	—	—	—	0.81
EVolT2021.03		0.741	0.707	0.832	0.894	0.681	0.674	0.52	0.772	0.711	0.8	0.675	0.867	0.693	0.738	0.636	0.548	0.464	0.624	0.373	0.403	0.366	0.339	0.653	0.478	0.431	0.687	0.494	0.497	—
Pix2Vox-A2021.03		0.731	0.679	0.822	0.88	0.62	0.599	0.475	0.751	0.676	0.764	0.644	0.837	0.655	0.706	0.635	0.525	0.448	0.598	0.318	0.32	0.335	0.309	0.615	0.427	0.398	0.659	0.441	0.462	—
Pix2Vox++/A2021.03		0.729	0.686	0.829	0.883	0.647	0.613	0.493	0.762	0.686	0.782	0.666	0.849	0.668	0.72	0.614	0.522	0.456	0.598	0.341	0.335	0.351	0.326	0.624	0.454	0.419	0.666	0.46	0.473	—
VolT+2021.03		0.725	0.682	0.825	0.885	0.641	0.613	0.481	0.753	0.693	0.776	0.658	0.85	0.67	0.716	0.618	0.525	0.455	0.609	0.34	0.339	0.338	0.317	0.634	0.448	0.418	0.675	0.47	0.475	—
VolT2021.03		0.719	0.678	0.825	0.884	0.645	0.635	0.478	0.762	0.663	0.781	0.649	0.857	0.67	0.714	0.604	0.513	0.452	0.604	0.339	0.366	0.32	0.327	0.597	0.449	0.407	0.678	0.456	0.468	—