notesum.ai

Published at December 9

cs.CV

Released Date: December 9, 2024

Authors: Weitao Wang¹, Haoran Xu, Yuxiao Yang, Zhifang Liu, Jun Meng, Haoqian Wang

Aff.: ¹Tsinghua Shenzhen International Graduate School, Tsinghua University

Metrics & Model	Human Eval.		MVReward		GSO Dataset		CLIP		BLIP
Metrics & Model	Rank	Favor (%)	Rank	Reward	Rank	LPIPS $\downarrow$	Rank	Score	Rank	Score
Envision3D	7	0.06	7	0.205	3	0.130	6	0.774	4	-0.253
SyncDreamer	6	0.10	6	0.690	7	0.146	7	0.759	2	0.057
Wonder3D - Wonder3D ${}_{\text{pt}}$ - Wonder3D ${}_{\text{mvp}}$ (ours)	5	9.33	5	1.016	5	0.141	5	0.785	7	-0.262
	-	-	-	1.018	-	0.141	-	0.790	-	-0.264
	4	13.7	4	1.389	6	0.142	4	0.796	5	-0.258
Zero123++	3	21.0	3	1.475	4	0.133	1	0.822	1	0.886
Era3D - Era3D ${}_{\text{pt}}$ - Era3D ${}_{\text{mvp}}$ (ours)	2	25.3	2	1.506	2	0.126	3	0.801	6	-0.259
	-	-	-	1.503	-	0.127	-	0.802	-	-0.259
	1	29.0	1	1.676	1	0.124	2	0.810	3	-0.248
Spearman to Human Eval.	-		1.00		0.61		0.86		0.04