Our new X account is live! Follow @wizwand_team for updates

Text-to-3D Generation

Benchmarks

Dataset Name	SOTA Method	Metric
GPTEval3D 110 prompts 1.0	DreamDPO	GPTEval3D Alignment1,298.9	20	3d ago
T³Bench Single Object with Surroundings	SplatFlow	BRISQUE16.8	14	3d ago
Objaverse	GaussianCube	CLIP Score30.56	12	3d ago
T³Bench Single Object	VP3D	Alignment Score52.2	11	3d ago
113 text-to-3D prompt objects (test)	RichDreamer	Geometry CLIP Score26.057	8	3d ago
Dreamfusion gallery 50 prompts	MVGamba	PSNR24.82	7	3d ago
T3Bench (test)	GaussianDreamer	Single Object Score54	7	3d ago
COCO (val)	ProlificDreamer	FID124.185	7	3d ago
T³Bench Multiple Objects	VP3D	Quality Score49.1	7	3d ago
Text-to-3D evaluation prompts	EfficientDreamer	CLIP Score30.33	7	3d ago
MME-3DR	AR3D-R1	CLIP Score28.5	6	3d ago
43 prompts and 50 views (evaluation set)	SDI	CLIP Score33.47	6	3d ago
120 text prompts (test)	SDS	CLIP Score0.737	6	3d ago
DreamFusion prompt gallery (test)	PI3D	CLIP Score65.9	6	3d ago
User Study 15 prompts (test)	ProlificDreamer	User Preference Rate94.5	6	3d ago
28 text-to-3D prompts	DreamFusion	Avg User Preference Rank4.76	6	3d ago
Text-to-3D Generation Evaluation	Trellis	CLIP Score (ViT-L/14)27.91	5	3d ago
Modular 3D Building Assets sampled prompts (test)		CLIP Score0.322	5	3d ago
Complex Attribute Text-to-3D Prompts (test)	HCoG	BLIP-VQA80.55	5	3d ago
Internal Text-to-3D user study set	AssetGen	Visual Quality99.3	5	3d ago
30 multi-object scenes	GraphDreamer	CLIP R1-Precision94.2	5	3d ago
Text-to-3D prompts	ProlificDreamer	CLIP Similarity (ViT-L/14)27.39	4	3d ago
User Study 22 prompts (evaluation)	EfficientDreamer	Rating Score3.74	4	3d ago
DreamFusion 50 text prompts	One-2-3-45++	CLIP Similarity26.8	4	3d ago
Mesh	Uni-Instruct (Reverse-KL)	3D-Aes Score7.54	4	3d ago

Showing 25 of 42 rows