3D Object Generation Diffusion Models

There are 61 3d object generation models tracked. The highest-rated is PRIS-CV/DemoFusion at 48/100 with 2,047 stars.

Get all 61 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=3d-object-generation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	PRIS-CV/DemoFusion Let us democratise high-resolution generation! (CVPR 2024)	48	Emerging	2,047	Jupyter Notebook
2	mit-han-lab/distrifuser [CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for...	48	Emerging	724	Python
3	Tencent-Hunyuan/HunyuanPortrait [CVPR-2025] The official code of HunyuanPortrait: Implicit Condition Control...	47	Emerging	336	Python
4	giuvecchio/matfuse MatFuse: Controllable Material Generation with Diffusion Models (CVPR2024)	46	Emerging	58	Python
5	Shilin-LU/TF-ICON [ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image...	46	Emerging	821	Python
6	3DTopia/MaterialAnything [CVPR 2025 Highlight] Material Anything: Generating Materials for Any 3D...	44	Emerging	339	Python
7	omeregev/click2mask [AAAI 2025] Official Implementation for "Click2Mask: Local Editing with...	44	Emerging	20	Python
8	CyberAgentAILab/layout-dm [CVPR 2023] LayoutDM: Discrete Diffusion Model for Controllable Layout Generation	43	Emerging	294	Python
9	Boese0601/MagicDance [ICML 2024] MagicPose(also known as MagicDance): Realistic Human Poses and...	43	Emerging	777	Python
10	nv-tlabs/cosmos-transfer1-diffusion-renderer Cosmos-Transfer1-DiffusionRenderer: High-quality video de-lighting and...	43	Emerging	786	Jupyter Notebook
11	threedle/3d-paintbrush Local text-driven editing of 3D shapes with Cascaded Score Distillation	43	Emerging	84	Jupyter Notebook
12	thu-ml/Causal-Forcing Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation...	42	Emerging	456	Python
13	sascha-kirch/rgb-d-fusion Official implementation of the paper "RGB-D-Fusion: Image Conditioned Depth...	41	Emerging	9	Python
14	buaacyw/GaussianEditor [CVPR 2024] GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting	41	Emerging	1,405	C++
15	basilevh/gcd Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis...	41	Emerging	284	Python
16	kwsong0113/diffusion-forcing-transformer [ICML 2025] Official PyTorch Implementation of "History-Guided Video Diffusion"	41	Emerging	637	Python
17	MyNiuuu/MOFA-Video [ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion...	41	Emerging	767	Python
18	AlonzoLeeeooo/StableV2V The official implementation of the paper titled "StableV2V: Stablizing Shape...	40	Emerging	168	Python
19	OpenTexture/Paint3D [CVPR 2024] Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion...	40	Emerging	791	Python
20	nv-tlabs/diffusion-renderer [CVPR'25 Oral] Official implementation for "DiffusionRenderer: Neural...	39	Emerging	352	Python
21	astra-vision/MaterialPalette [CVPR 2024] Official repository of "Material Palette: Extraction of...	39	Emerging	273	Python
22	eric-ai-lab/photoswap Official implementation of the NeurIPS 2023 paper "Photoswap: Personalized...	38	Emerging	350	Jupyter Notebook
23	Lakonik/MVEdit 3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation	38	Emerging	343	JavaScript
24	google/break-a-scene Official implementation for "Break-A-Scene: Extracting Multiple Concepts...	38	Emerging	525	Python
25	FreedomGu/DiffPortrait3D Official Repository of [CVPR'24 Highlight Diffportrait3D: Controllable...	36	Emerging	157	Python
26	isl-org/MIDGArD [NeurIPS 2024] MIDGArD: Modular Interpretable Diffusion over Graphs for...	36	Emerging	4	C++
27	trungpx/xmdpt ICML 2024, Official Implementation of "Cross-view Masked Diffusion...	36	Emerging	53	Python
28	JohnRomanelis/SPVD SPVD: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel...	35	Emerging	60	Jupyter Notebook
29	dreamlessx/LandmarkDiff-public Anatomically-conditioned latent diffusion for photorealistic facial surgery...	35	Emerging	1	Python
30	Sirui-Xu/InterDiff [ICCV 2023] Official PyTorch implementation of the paper "InterDiff:...	35	Emerging	285	Python
31	FrozenBurning/PrimDiffusion [NeurIPS 2023] PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation	35	Emerging	119	Python
32	mlpc-ucsd/TokenCompose (CVPR 2024) 🧩 TokenCompose: Text-to-Image Diffusion with Token-level Supervision	33	Emerging	136	Jupyter Notebook
33	Monnte/shape-completion 3D Shape Completion - adaptation and improvement of DiffComplete model.	32	Emerging	28	Python
34	Eyeline-Labs/CineScale Code for CineScale, higher-resolution video generation based on Wan	31	Emerging	185	Python
35	UCDvision/gen2seg [ICLR 2026] Code for "gen2seg: Generative Models Enable Generalizable...	31	Emerging	67	Python
36	jiuntian/interactdiffusion [CVPR 2024] Official repo for "InteractDiffusion: Interaction-Control for...	31	Emerging	125	Python
37	CyberAgentAILab/flex-dm [CVPR 2023 highlight] Towards Flexible Multi-modal Document Models	31	Emerging	59	Python
38	gracezhao1997/Awesome-Video-World-Models-with-AR-Diffusion A Curated List of Awesome Video World Models with AR Diffusion: Covering...	30	Emerging	268	TeX
39	andvg3/LSDM Dataset and Code for NeurIPS 2023 paper "Language-driven Scene Synthesis...	29	Experimental	48	Python
40	PeterWang512/AttributeByUnlearning Code for the paper "Data Attribution for Text-to-Image Models by Unlearning...	29	Experimental	17	Python
41	3DTopia/MVPaint [CVPR 2025] MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D	29	Experimental	248	Python
42	tiangexiang/OccFusion [NeurIPS 2024] OccFusion: Rendering Occluded Humans with Generative Diffusion Priors	29	Experimental	18	Python
43	nazmul-karim170/SAVE Implementation of "SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion...	28	Experimental	10	Python
44	VITA-Group/Diffusion4D [NeurIPS 2024] Diffusion4D: Fast Spatial-temporal Consistent 4D Generation...	26	Experimental	339	Python
45	JohnRomanelis/SPVD_Lightning SPVD⚡: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel...	25	Experimental	8	Python
46	madaror/tiled-diffusion Official implementation of "Tiled Diffusion" [CVPR 2025]	25	Experimental	79	Python
47	HavenFeng/time_reversal Official repo of "Time Reversal Fusion" (ECCV2024)	25	Experimental	49	Python
48	ymxlzgy/commonscenes [NeurIPS 2023] The repo of CommonScenes, a scene generation method powered...	24	Experimental	96	Python
49	hanbyel0105/Diff-HMR Official PyTorch Implementation of "Generative Approach for Probabilistic...	23	Experimental	27	—
50	soCzech/ShowHowTo Code for the paper "ShowHowTo: Generating Scene-Conditioned Step-by-Step...	22	Experimental	21	Python
51	nazmul-karim170/Free-Editor [ECCV'24] PyTorch Implementation of "Free-Editor: Zero-shot Text-driven 3D...	22	Experimental	21	Python
52	ZonglinL/TLBVFI ICCV 2025	21	Experimental	33	Python
53	KemingWu/HybridLayout [ICCV 2025] Hybrid Layout Control for Diffusion Transformer: Fewer...	19	Experimental	18	Jupyter Notebook
54	VITA-Group/SteinDreamer “SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via...	18	Experimental	35	—
55	divanoLetto/MotionCompositionDiffusion Official implementation of "Generation of Complex 3D Human Motion by...	17	Experimental	3	Python
56	VITA-Group/3D-Mode-Collapse [CVPR 2024] "Taming Mode Collapse in Score Distillation for Text-to-3D...	16	Experimental	51	Python
57	bimsarapathiraja/refedit [ICCV 2025] Official Implementation of RefEdit: A Benchmark and Method for...	16	Experimental	19	Python
58	AHHHZ975/Differentiable-Texture-Learning [WACV 2026] The official implementation of the paper titled " End-to-End...	14	Experimental	3	Python
59	anton325/3DDiffusion 3D Gaussian Splatting scene generation using diffusion	13	Experimental	—	Jupyter Notebook
60	AIoT-Lab-AI4LIFE/AR-Detector [ICCV 2025] Code for training and testing AR-Detector method from the paper...	11	Experimental	1	Python
61	DanielBarLev2/Group-Motion-Synthesis This project generates realistic, text-driven crowd movement animations. It...	11	Experimental	—	Python