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A repository for organizing papers, codes and other resources related to Virtual Try-on Models
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| 2026-07-30 | 439 |
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# Awesome-Try-On-Models ## What is Virtual Try-on (VTON) ? Virtual Try-on (VTON) refers to the technology that allows users to try on clothing or accessories in a virtual environment, typically using generative models in AI. This technology digitally simulates how clothes, shoes, or accessories will look on a user without them physically wearing the items. This repository primarily focuses on **image, video, and 3D-based try-on models published after 2023**, aiming to provide insights into the latest technological trends. **The project is ongoing, and we welcome contributions in any forms to help improve and expand it.** **If you're interested in VTON or find this repo helpful, please 🌟star and 👀 watch it !** ## Image-based Models - **[2026-07-24]** [Layering Virtual Try-On](https://arxiv.org/abs/2607.22924) **(ECCV 2026)** [](https://github.com/ChuenFung/Layering-Virtual-Try-On) - **[2026-07-23]** [Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On](https://arxiv.org/abs/2607.21694) **(arXiv)** [](https://github.com/OxygenVision/Oxygen-TryOn) - **[2026-06-26]** [OrthoTryOn: Geometric Orthogonalization for Conflict-Free Unified Fashion Generation](https://arxiv.org/abs/2606.27880) **(ECCV 2026)** [](https://github.com/NJU-PCALab/OrthoTryOn) - **[2026-06-10]** [FitVTON: Fit-aware Virtual Try-On via Body-Garment Size Control](https://arxiv.org/abs/2606.12012) **(arXiv)** [](https://github.com/ZenoNing/FitVTON) - **[2026-06-03]** [PG-VTON: Single-Pass Training-Free Virtual Try-On via Patch-Guided Reference Alignment](https://openaccess.thecvf.com/content/CVPR2026/html/Zhao_PG-VTON_Single-Pass_Training-Free_Virtual_Try-On_via_Patch-Guided_Reference_Alignment_CVPR_2026_paper.html) **(CVPR 2026)** [](https://github.com/PKU-ICST-MIPL/PG-VTON_CVPR2026) - **[2026-05-14]** [LPH-VTON: Resolving the Structure-Texture Dilemma of Virtual Try-On via Latent Process Handover](https://arxiv.org/abs/2605.14874) **(arXiv)** - **[2026-05-14]** [DiffuseFit: Shape-guided warping and limb-aware diffusion synthesis for occlusion-resilient and semantically consistent virtual try-on](https://doi.org/10.1016/j.cviu.2026.104807) **(CVIU 2026)** [](https://github.com/Hamza-hm-Mukhtar/Diffusefit) - **[2026-05-13]** [DirectTryOn: One-Step Virtual Try-On via Straightened Conditional Transport](https://arxiv.org/abs/2605.12939) **(arXiv)** - **[2026-05-04]** [FEAT: Fashion Editing and Try-On from Any Design](https://arxiv.org/abs/2605.02393) **(CVPR 2026)** - **[2026-05-02]** [SIFT-VTON: Geometric Correspondence Supervision on Cross-Attention for Virtual Try-On](https://arxiv.org/abs/2605.01296) **(ICPR 2026)** [](https://github.com/takesukeDS/SIFT-VTON) - **[2026-04-21]** [Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items](https://arxiv.org/abs/2604.19748) **(arXiv)** - **[2026-04-09]** [DualVTOFF: What Matters in Virtual Try-Off? Dual-UNet Diffusion Model For Garment Reconstruction](https://arxiv.org/abs/2604.08716) **(ICPR 2026)** [](https://github.com/locphattruong/dual-vtoff) [Weights](https://huggingface.co/sheldon-97/Dual-VTOFF) *(Virtual Try-Off: recovers the garment image from a worn photo)* - **[2026-03-23]** [Dress-ED: In
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matched fp:1a546828340a2ea2, topic:diffusion-models, topic:image-generation, readme:image editing
matched fp:1a546828340a2ea2, topic:video-generation