3D Object Generation Generative AI Tools

Tools for generating, editing, and synthesizing 3D objects, scenes, and multi-view content using diffusion models and neural representations. Does NOT include 2D image generation, video generation without 3D geometry, or world models focused on dynamic environments.

There are 58 3d object generation tools tracked. 1 score above 50 (established tier). The highest-rated is ZiYang-xie/WorldGen at 51/100 with 1,568 stars. 2 of the top 10 are actively maintained.

Get all 58 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	ZiYang-xie/WorldGen 🌍 WorldGen - Generate Any 3D Scene in Seconds	51	Established	1,568	Python
2	aioz-ai/AIOZ-GDANCE AIOZ-GDANCE: a large-scale dataset & baseline for music-driven group dance...	43	Emerging	98	Python
3	Kobaayyy/Awesome-CVPR2026-CVPR2025-ICCV2025-CVPR2024-ECCV2024-AIGC A Collection of Papers and Codes for...	41	Emerging	634	—
4	worldbench/WorldLens [CVPR 2026] WorldLens: Full-Spectrum Evaluations of Driving World Models in...	41	Emerging	188	Python
5	daniilvinn/world-model Generative AI for generation of interactive environments	37	Emerging	3	Python
6	dreamlessx/LandmarkDiff-public Anatomically-conditioned latent diffusion for photorealistic facial surgery...	36	Emerging	1	Python
7	worldbench/LiDARCrafter [AAAI 2026 Oral] LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences	36	Emerging	188	Python
8	nv-tlabs/XCube [CVPR 2024 Highlight] XCube: Large-Scale 3D Generative Modeling using Sparse...	36	Emerging	530	Python
9	dptech-corp/Uni-3DAR Implementation of paper "Uni-3DAR: Unified 3D Generation and Understanding...	35	Emerging	145	Python
10	isl-org/MIDGArD [NeurIPS 2024] MIDGArD: Modular Interpretable Diffusion over Graphs for...	34	Emerging	4	C++
11	nv-tlabs/InfiniCube [ICCV 2025] InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene...	33	Emerging	119	Python
12	World-In-World/world-in-world Code implementation of the paper "World-in-World: World Models in a...	33	Emerging	139	Python
13	ZichengDuan/EZIGen [BMVC 2025] Official implementation for paper EZIGen: Enhancing zero-shot...	32	Emerging	107	Python
14	zju3dv/CFSynthesis About [ICMR 2025] CFSynthesis: Controllable and Free-view 3D Human Video Synthesis	30	Emerging	4	Python
15	JiahaoPlus/EvoWorld EvoWorld: Evolving Panoramic World Generation with Explicit 3D Memory	30	Emerging	61	Python
16	buaacyw/IT3D-text-to-3D [AAAI'2024] IT3D: Improved Text-to-3D Generation with Explicit View Synthesis	30	Emerging	220	Python
17	MotionXperts/MotionExpert CoachMe: A generative instruction model based on motion analysis for sports.	29	Experimental	23	Python
18	Picsart-AI-Research/Zero-Painter 🔥 [CVPR 2024] The official repo for Zero-Painter!	27	Experimental	70	Python
19	Yazdi9/Enhanced_3DHuman_Geneartion 3D Human Generation With Mesh From 2D Images	27	Experimental	9	Jupyter Notebook
20	soCzech/GenHowTo Code for the paper "GenHowTo: Learning to Generate Actions and State...	26	Experimental	53	Python
21	worldbench/U4D [CVPR 2026] U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences	26	Experimental	13	Python
22	boschresearch/ALDM Official implementation of "Adversarial Supervision Makes Layout-to-Image...	25	Experimental	58	Jupyter Notebook
23	isl-org/unifi3d [TMLR 2025] Unifi3D: A Study on 3D Representations for Generation and...	25	Experimental	41	Python
24	PeterWang512/GenDataAttribution Evaluating Data Attribution for Text-to-Image Models: a visual data...	24	Experimental	79	Python
25	chi0tzp/FALCO [CVPR 2023, top-10%] Authors official PyTorch implementation of the...	24	Experimental	74	Python
26	weichow23/AnySD Official model implementation and benchmark evaluation repository of...	24	Experimental	32	Python
27	ByteDance-Seed/BM-code [Arxiv 2025] ByteMorph: Benchmarking Instruction-Guided Image Editing with...	22	Experimental	45	Python
28	ld-ing/qdhf Quality Diversity through Human Feedback: Towards Open-Ended...	22	Experimental	19	Python
29	three-bee/3d_head_stylization [ICCV 2025] Identity Preserving 3D Head Stylization with Multiview Score Distillation	22	Experimental	15	Python
30	purvaten/FLEX Code for our CVPR'23 paper - "FLEX: Full-Body Grasping Without Full-Body Grasps"	21	Experimental	110	Python
31	VITA-Group/4DGen "4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency",...	21	Experimental	250	Python
32	Fascetta/Motion-Unlearning-Evaluation A framework for erasing concepts in 3D motion generation models. This...	20	Experimental	1	Python
33	MorningStarTM/GPSM-1 GPSM (Generative Pre-trained State Machine) is a neural motion model trained...	20	Experimental	1	Python
34	lanshui98/UniST A Unified Computational Framework for 3D ST Reconstruction.	20	Experimental	1	Python
35	soubhiksanyal/SCULPT_release Official codebase for the SCULPT paper published in CVPR 2024	20	Experimental	19	Python
36	ymxlzgy/echoscene [ECCV 2024] EchoScene: Indoor Scene Generation via Information Echo over...	20	Experimental	100	Python
37	FrederikMR/likely_geometry Code for the paper "A Likely Geometry of Generative Models" that considers...	19	Experimental	—	Jupyter Notebook
38	sutd-visual-computing-group/awesome-generative-modeling-under-data-constraints [TMLR] A Comprehensive List of Works for Generative Modeling with Limited...	18	Experimental	32	—
39	JohnRomanelis/SPVD_Lightning SPVD⚡: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel...	18	Experimental	8	Python
40	Jieoi/dual-channel-audio-fusion An audio-based machine learning project that detects respiratory health...	18	Experimental	2	Jupyter Notebook
41	iffyloop/TripoSR-Bake Generate 3D meshes from a single 2D image using TripoSR, complete with...	17	Experimental	56	Python
42	amins01/text_to_3d Simple text-to-3D generation in under 2 minutes using Gaussian Splatting	16	Experimental	3	Python
43	berkegokmen1/dual-enc-3d-gan-inversion [NIPS2024] Official Code Repository for "Dual Encoder GAN Inversion for...	16	Experimental	38	Python
44	MOVIN3D/movin_pg2023 Official implementation for "MOVIN: Real-time Motion Capture using a Single LiDAR"	15	Experimental	19	—
45	Yazdi9/3DSceneGeneration 3D Scene Generation from 2D Images	15	Experimental	6	Jupyter Notebook
46	quentin-leboutet/MIDGArD [NeurIPS 2024] MIDGArD: Modular Interpretable Diffusion over Graphs for...	15	Experimental	5	—
47	johnamit/eyedit A deep learning project for Fundus Autofluorescence (FAF) image generation,...	15	Experimental	1	Python
48	rain1024/gendotai GenDotAI	15	Experimental	2	—
49	Yazdi9/Dynamic-NeRF NeRF for Dynamic Scenes	14	Experimental	7	Jupyter Notebook
50	enochochieng/Awesome-World-Models Compile and explore a comprehensive collection of research papers on...	14	Experimental	—	—
51	VITA-Group/Comp4D "Comp4D: Compositional 4D Scene Generation", Dejia Xu, Hanwen Liang, Neel...	13	Experimental	78	Python
52	kamwoh/partcraft [ECCV2024] PartCraft: Crafting Creative Objects by Parts	12	Experimental	101	Python
53	zimmy11/Hands-on-Generative-AI Score-Based Generative Modeling on CelebA: High-fidelity face generation...	12	Experimental	1	Jupyter Notebook
54	anton325/3DDiffusion 3D Gaussian Splatting scene generation using diffusion	11	Experimental	—	Jupyter Notebook
55	AHHHZ975/Differentiable-Texture-Learning [WACV 2026] The official implementation of the paper titled " End-to-End...	10	Experimental	3	Python
56	divanoLetto/MotionCompositionDiffusion Official implementation of "Generation of Complex 3D Human Motion by...	10	Experimental	3	Python
57	alexspagn/Beyond-GOTEX-Using-multiple-feature-detectors-for-better-texture-synthesis Implementation and results from "Beyond GOTEX: Using Multiple Feature...	10	Experimental	1	Python
58	ZX-Yin/DreamLifting The code implementation for the paper "DreamLifting: A Plug-in Module...	10	Experimental	28	—