Single-object generation on Toy4K benchmark leaderboard · SOTA2 Research

Single-object generation on Toy4K

23.98PSNRPoints-to-3D

Evaluation Results

Method	Links
Points-to-3D2026.03		23.98	94.02	0.05	5.26	0.009	0.988	30.45	0.028
Points-to-3D2026.03		23.44	93.21	0.057	5.58	0.015	0.971	28.35	0.035
TRELLIS2026.03		23.19	92.63	0.075	5.79	0.025	0.904	26.22	0.066
Points-to-3D2026.03		22.91	92.83	0.07	7.29	0.013	0.964	27.1	0.053
Points-to-3D2026.03		22.55	92.09	0.088	7.37	0.024	0.881	24.53	0.085
SAM3D2026.03		22.42	91.45	0.111	8.01	0.033	0.835	23.85	0.101
TRELLIS2026.03		21.94	91.46	0.105	7.82	0.034	0.832	23.81	0.105
LGM2026.03		20.55	89.98	0.181	23.45	0.075	0.487	20.04	0.202
VoxHammer2026.03		20.51	90.01	0.123	15.1	0.046	0.724	20.28	0.158
GaussianAnything2026.03		20.08	89.31	0.183	26.74	0.084	0.513	20.99	0.199
Real3D2026.03		19.55	90.65	0.169	27.65	0.065	0.574	21.31	0.178