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 34 interactive image editing models tracked. The highest-rated is bytedance/InfiniteYou at 48/100 with 2,670 stars.
Get all 34 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 |
|---|---|---|---|
| 1 |
bytedance/InfiniteYou
🔥 [ICCV 2025 Highlight] InfiniteYou: Flexible Photo Recrafting While... |
|
Emerging |
| 2 |
River-Zhang/ICEdit
[NeurIPS 2025] Image editing is worth a single LoRA! 0.1% training data for... |
|
Emerging |
| 3 |
muzishen/IMAGHarmony
🧩 IMAGHarmony 🧩: Controllable image editing with consistent object quantity... |
|
Emerging |
| 4 |
AMAP-ML/FE2E
[CVPR 2026] Beyond Generation: Advancing Image Editing Priors for Depth and... |
|
Emerging |
| 5 |
TencentARC/BrushNet
[ECCV 2024] The official implementation of paper "BrushNet: A Plug-and-Play... |
|
Emerging |
| 6 |
ermongroup/SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with... |
|
Emerging |
| 7 |
ZhumingLian/SHINE
[ICLR 2026] "Does FLUX Already Know How to Perform Physically Plausible... |
|
Emerging |
| 8 |
ziqihuangg/ReVersion
[SIGGRAPH Asia 2024] ReVersion: Diffusion-Based Relation Inversion from Images |
|
Emerging |
| 9 |
Ascend-Research/AutoBuild
Code repo for the paper "Building Optimal Neural Architectures using... |
|
Emerging |
| 10 |
yuanze-lin/Learnable_Regions
[CVPR 2024] Official code for "Text-Driven Image Editing via Learnable Regions" |
|
Emerging |
| 11 |
TencentARC/BrushEdit
[under review] The official implementation of paper "BrushEdit: All-In-One... |
|
Emerging |
| 12 |
HolmesShuan/FireFlow-Fast-Inversion-of-Rectified-Flow-for-Image-Semantic-Editing
[ICML2025] An 8-step inversion and 8-step editing process works effectively... |
|
Emerging |
| 13 |
bytedance/SuperEdit
[ICCV 2025] Code & Data for: SuperEdit - Rectifying and Facilitating... |
|
Emerging |
| 14 |
eashanadhikarla/RemEdit
[WACV2026] Official Implementation of RemEdit |
|
Emerging |
| 15 |
andreas128/RePaint
Official PyTorch Code and Models of "RePaint: Inpainting using Denoising... |
|
Emerging |
| 16 |
VinAIResearch/SwiftBrushV2
Official PyTorch inference code for "SwiftBrush v2: Make Your One-step... |
|
Experimental |
| 17 |
YigitEkin/CLIPAway
[NeurIPS 2024] Official Implementation of CLIPAway |
|
Experimental |
| 18 |
OSU-NLP-Group/MagicBrush
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for... |
|
Experimental |
| 19 |
sled-group/InfEdit
[CVPR 2024] Official implementation, Inversion-Free Image Editing with... |
|
Experimental |
| 20 |
alimohammadiamirhossein/cora
✨ PyTorch implementation of "Cora: Correspondence-aware Image Editing Using... |
|
Experimental |
| 21 |
LPengYang/FreeDrag
[CVPR 2024] Official implementation of FreeDrag: Feature Dragging for... |
|
Experimental |
| 22 |
yandex-research/invertible-cd
[NeurIPS'2024] Invertible Consistency Distillation for Text-Guided Image... |
|
Experimental |
| 23 |
UCSB-NLP-Chang/CoPaint
Implementation of paper 'Towards Coherent Image Inpainting Using Denoising... |
|
Experimental |
| 24 |
LonglongaaaGo/VSPBFR
Pattern Recognition 2025🔥🔥🔥: official code for Visual Style Prompt Learning... |
|
Experimental |
| 25 |
ant-research/edicho
[ICCV 2025] Edicho: Consistent Image Editing in the Wild |
|
Experimental |
| 26 |
zhuochen02/SynPS
[CVPR 2026] The Devil is in Attention Sharing: Improving Complex Non-rigid... |
|
Experimental |
| 27 |
frakw/DirectDrag
[WACV 2026] DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based... |
|
Experimental |
| 28 |
wangkai930418/DPL
[NeurIPS 2023] Dynamic Prompt Learning: Addressing Cross-Attention Leakage... |
|
Experimental |
| 29 |
DongzeLi-CASIA/RiDDLE
Author implementation of RiDDLE: Reversible and Diversified... |
|
Experimental |
| 30 |
WisconsinAIVision/visii
👀 Visual Instruction Inversion: Image Editing via Visual Prompting (NeurIPS 2023) |
|
Experimental |
| 31 |
Bili-Sakura/RSEdit-Preview
RSEdit is a framework for instruction-based remote sensing image editing... |
|
Experimental |
| 32 |
aim-uofa/OIR
[ICLR 2024] Official PyTorch/Diffusers implementation of "Object-aware... |
|
Experimental |
| 33 |
vita-epfl/CODE
Implementation of CODE: Confident Ordinary Differential Editing |
|
Experimental |
| 34 |
editp23/editp23
3D Editing via Propagation of Image Prompts to Multi-View |
|
Experimental |