3D Surface Reconstruction on ShapeNet 12 (test) benchmark leaderboard · SOTA2 Research

3D Surface Reconstruction on ShapeNet 12 (test)

0.29CD1Ours

Evaluation Results

Method
Ours2023.11	0.29	0.15	0.95	0.99
POCO2023.11	0.3	0.31	0.95	0.98
Ours w/o den.2023.11	0.32	0.25	0.94	0.98
SAP2023.11	0.34	0.6	0.94	0.97
ConvONet2023.11	0.44	—	0.94	0.94
Mixing-Denoising Generalizable Occupancy Networks2023.11	0.54	0.94	0.9	0.89
SAP2023.11	0.55	0.95	0.91	0.89
Ours2023.11	0.55	0.93	0.91	0.89
Mixing-Denoising Generalizable Occupancy Networks2023.11	0.55	0.92	0.89	0.89
POCO2023.11	0.58	1.24	0.9	0.88
Ours w/o den.2023.11	0.58	0.98	0.9	0.87
SAP2023.11	0.58	1.04	0.89	0.87
POCO2023.11	0.59	1.54	0.88	0.88
ConvONet2023.11	0.66	—	0.91	0.85
AtlasNet2023.11	0.93	—	0.85	0.71
Mixing-Denoising Generalizable Occupancy Networks2023.11	1	3.49	0.85	0.69
SAP2023.11	1.02	3.5	0.85	0.69
Mixing-Denoising Generalizable Occupancy Networks2023.11	1.05	3.56	0.84	0.66
POCO2023.11	1.1	4.4	0.83	0.66
AtlasNet2023.11	1.17	—	0.82	0.53
3D-R2N22023.11	1.72	—	0.71	0.4
3D-R2N22023.11	1.72	—	0.71	0.42
SPR2023.11	2.98	—	0.77	0.61
SPR2023.11	4.99	—	0.6	0.32