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3D Object Reconstruction on ShapeNet

0.966IoU (airplane)

Michelangelo

Updated 1mo ago

Evaluation Results

Method	Links
Michelangelo 2023.06		0.966	-	-	0.969	0.966	-	0.95	-	0.967	-	0.965	-	-	0.966	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.964
3DS2V 2023.06		0.962	-	-	0.966	0.957	-	0.931	-	0.942	-	0.965	-	-	0.955	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.955
3DILG 2023.06		0.952	-	-	0.961	0.95	-	0.926	-	0.938	-	0.963	-	-	0.95	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.948
IF-Net 2023.06		0.937	-	-	0.952	0.927	-	0.914	-	0.914	-	0.901	-	-	0.934	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.924
ConvOccNet 2023.06		0.881	-	-	0.921	0.856	-	0.859	-	0.871	-	0.847	-	-	0.888	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.873
OccNet 2023.06		0.835	-	-	0.911	0.803	-	0.735	-	0.755	-	0.823	-	-	0.825	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.81
EVolT 2021.03		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-A 2021.03		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++/A 2021.03		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	-
VolT 2021.03		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	-