Interactive Image Editing Diffusion Models

Tools for pixel-level image manipulation through direct interaction methods (dragging, masking, region selection, prompting) that preserve content fidelity. Does NOT include general text-to-image generation, video editing, or style transfer without spatial control.

There are 37 interactive image editing models tracked. The highest-rated is bytedance/InfiniteYou at 48/100 with 2,670 stars.

Get all 37 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=interactive-image-editing&limit=20"

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#	Model	Score	Tier	Stars	Language
1	bytedance/InfiniteYou 🔥 [ICCV 2025 Highlight] InfiniteYou: Flexible Photo Recrafting While...	48	Emerging	2,670	Python
2	River-Zhang/ICEdit [NeurIPS 2025] Image editing is worth a single LoRA! 0.1% training data for...	48	Emerging	2,083	Python
3	muzishen/IMAGHarmony 🧩 IMAGHarmony 🧩: Controllable image editing with consistent object quantity...	47	Emerging	607	Python
4	AMAP-ML/FE2E [CVPR 2026] Beyond Generation: Advancing Image Editing Priors for Depth and...	46	Emerging	195	Python
5	TencentARC/BrushNet [ECCV 2024] The official implementation of paper "BrushNet: A Plug-and-Play...	45	Emerging	1,716	Python
6	ermongroup/SDEdit PyTorch implementation for SDEdit: Image Synthesis and Editing with...	44	Emerging	1,154	Python
7	yuanze-lin/Learnable_Regions [CVPR 2024] Official code for "Text-Driven Image Editing via Learnable Regions"	41	Emerging	228	Python
8	TencentARC/BrushEdit [under review] The official implementation of paper "BrushEdit: All-In-One...	40	Emerging	589	Python
9	HolmesShuan/FireFlow-Fast-Inversion-of-Rectified-Flow-for-Image-Semantic-Editing [ICML2025] An 8-step inversion and 8-step editing process works effectively...	40	Emerging	287	Python
10	ziqihuangg/ReVersion [SIGGRAPH Asia 2024] ReVersion: Diffusion-Based Relation Inversion from Images	39	Emerging	504	Python
11	Ascend-Research/AutoBuild Code repo for the paper "Building Optimal Neural Architectures using...	38	Emerging	5	Python
12	andreas128/RePaint Official PyTorch Code and Models of "RePaint: Inpainting using Denoising...	37	Emerging	2,247	Python
13	eashanadhikarla/RemEdit [WACV2026] Official Implementation of RemEdit	37	Emerging	3	Python
14	VinAIResearch/SwiftBrushV2 Official PyTorch inference code for "SwiftBrush v2: Make Your One-step...	36	Emerging	6	Python
15	bytedance/SuperEdit [ICCV 2025] Code & Data for: SuperEdit - Rectifying and Facilitating...	36	Emerging	163	Python
16	OSU-NLP-Group/MagicBrush [NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for...	36	Emerging	403	Python
17	YigitEkin/CLIPAway [NeurIPS 2024] Official Implementation of CLIPAway	36	Emerging	104	Python
18	ZhumingLian/SHINE [ICLR 2026] "Does FLUX Already Know How to Perform Physically Plausible...	35	Emerging	125	Python
19	sled-group/InfEdit [CVPR 2024] Official implementation, Inversion-Free Image Editing with...	34	Emerging	358	Python
20	LPengYang/FreeDrag [CVPR 2024] Official implementation of FreeDrag: Feature Dragging for...	31	Emerging	422	Python
21	yandex-research/invertible-cd [NeurIPS'2024] Invertible Consistency Distillation for Text-Guided Image...	30	Emerging	101	Python
22	alimohammadiamirhossein/cora ✨ PyTorch implementation of "Cora: Correspondence-aware Image Editing Using...	30	Emerging	32	Python
23	UCSB-NLP-Chang/CoPaint Implementation of paper 'Towards Coherent Image Inpainting Using Denoising...	29	Experimental	77	Python
24	LonglongaaaGo/VSPBFR Pattern Recognition 2025🔥🔥🔥: official code for Visual Style Prompt Learning...	28	Experimental	40	Python
25	ant-research/edicho [ICCV 2025] Edicho: Consistent Image Editing in the Wild	26	Experimental	124	Python
26	wangkai930418/DPL [NeurIPS 2023] Dynamic Prompt Learning: Addressing Cross-Attention Leakage...	24	Experimental	111	Python
27	WisconsinAIVision/visii 👀 Visual Instruction Inversion: Image Editing via Visual Prompting (NeurIPS 2023)	23	Experimental	96	Python
28	frakw/DirectDrag [WACV 2026] DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based...	23	Experimental	2	Python
29	DongzeLi-CASIA/RiDDLE Author implementation of RiDDLE: Reversible and Diversified...	23	Experimental	51	Python
30	aim-uofa/OIR [ICLR 2024] Official PyTorch/Diffusers implementation of "Object-aware...	21	Experimental	88	Python
31	vita-epfl/CODE Implementation of CODE: Confident Ordinary Differential Editing	20	Experimental	8	Jupyter Notebook
32	editp23/editp23 3D Editing via Propagation of Image Prompts to Multi-View	19	Experimental	19	Python
33	Bili-Sakura/RSEdit-Preview RSEdit is a framework for instruction-based remote sensing image editing...	18	Experimental	2	Python
34	zhuochen02/SynPS [CVPR 2026] The Devil is in Attention Sharing: Improving Complex Non-rigid...	17	Experimental	7	Python
35	rf-inversion/rf-inversion.github.io Semantic Image Inversion and Editing using Rectified Stochastic Differential...	15	Experimental	9	HTML
36	Big-Brother-Pikachu/Where2edit Official PyTorch implementation for "Where You Edit is What You Get:...	13	Experimental	10	Python
37	monurcan/precise_benchmark_for_image_editing Dataset generation and evaluation scripts for a precise geometric...	10	Experimental	2	Python

Comparisons in this category

BrushNet and BrushEdit (45 vs 40)