notesum.ai

Published at November 12

cs.CV

cs.AI

cs.LG

Released Date: November 12, 2024

Authors: Aditya Sanghi, Aliasghar Khani, Pradyumna Reddy, Arianna Rampini, Derek Cheung, Kamal Rahimi Malekshan, Kanika Madan, Hooman Shayani

Method	GSO Dataset			MAS Dataset
Method	LFD $\downarrow$	IoU $\uparrow$	CD $\downarrow$	LFD $\downarrow$	IoU $\uparrow$	CD $\downarrow$
Poisson surface reconstruction (Kazhdan et al., 2006)	3306.66	0.3838	0.0055	4565.56	0.2258	0.0085
Point-E SDF model (Nichol et al., 2022c)	2301.96	0.6006	0.0037	4378.51	0.4899	0.0158
MeshAnything (Chen et al., 2024b)	2228.62	0.3731	0.0064	2892.13	0.3378	0.0091
Make-A-Shape (Hui et al., 2024)	2274.92	0.7769	0.0019	1857.84	0.7595	0.0036
WaLa(Ours)	1114.01	0.9389	0.0011	1467.55	0.8625	0.0014