SOTAVerified

Virtual Try-on

Virtual try-on of clothing or other items such as glasses and makeup. Most recent techniques use Generative Adversarial Networks.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 276 papers

TitleStatusHype
DiffusionTrend: A Minimalist Approach to Virtual Fashion Try-On—0
DI-Net : Decomposed Implicit Garment Transfer Network for Digital Clothed 3D Human—0
Disentangled Clothed Avatar Generation from Text Descriptions—0
Disharmony: Forensics using Reverse Lighting Harmonization—0
Do Not Mask What You Do Not Need to Mask: a Parser-Free Virtual Try-On—0
DRDM: A Disentangled Representations Diffusion Model for Synthesizing Realistic Person Images—0
DreamVTON: Customizing 3D Virtual Try-on with Personalized Diffusion Models—0
Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics—0
DressCode: Autoregressively Sewing and Generating Garments from Text Guidance—0
Dressing in the Wild by Watching Dance Videos—0
Dress-Me-Up: A Dataset & Method for Self-Supervised 3D Garment Retargeting—0
Dynamic Try-On: Taming Video Virtual Try-on with Dynamic Attention Mechanism—0
EfficientVITON: An Efficient Virtual Try-On Model using Optimized Diffusion Process—0
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On—0
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling—0
Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images—0
Exploring Disentangled and Controllable Human Image Synthesis: From End-to-End to Stage-by-Stage—0
FaceChain: A Playground for Human-centric Artificial Intelligence Generated Content—0
FashionComposer: Compositional Fashion Image Generation—0
FashionEngine: Interactive 3D Human Generation and Editing via Multimodal Controls—0
FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model—0
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation—0
FashionSD-X: Multimodal Fashion Garment Synthesis using Latent Diffusion—0
Fashion-VDM: Video Diffusion Model for Virtual Try-On—0
FitGAN: Fit- and Shape-Realistic Generative Adversarial Networks for Fashion—0
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All datasetsVITONVITON-HDDeep-FashionMPVDress CodeFashionIQMicrosoft COCO datasetStreetTryOnUBC Fashion Videos

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1C-VTONFID19.54—Unverified
2PSADFID13.71—Unverified
3RT-VTONFID11.66—Unverified
4SDAFNFID10.97—Unverified
5PF-AFNFID10.09—Unverified
6Flow-Style-VTONFID8.89—Unverified
7CloTH-VTON+SSIM0.89—Unverified
8ACGPNSSIM0.85—Unverified
9ClothFlowSSIM0.84—Unverified
10CP-VTON+SSIM0.82—Unverified
#ModelMetricClaimedVerifiedStatus
1VITON-HDFID11.74—Unverified
2HR-VITONFID10.91—Unverified
3StableVITONFID8.23—Unverified
4IDM-VTONFID6.29—Unverified
5FItDiTFID4.73—Unverified
#ModelMetricClaimedVerifiedStatus
1MG-VTONIS3.03—Unverified
2Poly-GANIS2.79—Unverified
#ModelMetricClaimedVerifiedStatus
1DGPFID48.4—Unverified
2PF-AFNFID6.43—Unverified
#ModelMetricClaimedVerifiedStatus
1LeffaFID2.06—Unverified
#ModelMetricClaimedVerifiedStatus
1mm10 fold Cross validation66—Unverified
#ModelMetricClaimedVerifiedStatus
1VTON-ITSSIM0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1Street TryOnFID33.04—Unverified
#ModelMetricClaimedVerifiedStatus
1Fashion-VDMFVD172—Unverified