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 76–100 of 276 papers

TitleStatusHype
CustAny: Customizing Anything from A Single ExampleCode1
Image-Based Virtual Try-On: A SurveyCode1
M3D-VTON: A Monocular-to-3D Virtual Try-On NetworkCode1
Improving Virtual Try-On with Garment-focused Diffusion ModelsCode1
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
Disentangled Cycle Consistency for Highly-realistic Virtual Try-OnCode1
Parser-Free Virtual Try-on via Distilling Appearance FlowsCode1
HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric ModelsCode1
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-OnCode1
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of GarmentsCode1
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-onCode1
Towards Photo-Realistic Virtual Try-On by Adaptively GeneratingPreserving Image ContentCode1
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-OnCode1
Disentangled Clothed Avatar Generation from Text Descriptions—0
DI-Net : Decomposed Implicit Garment Transfer Network for Digital Clothed 3D Human—0
DiffusionTrend: A Minimalist Approach to Virtual Fashion Try-On—0
DiCTI: Diffusion-based Clothing Designer via Text-guided Input—0
A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model—0
DH-VTON: Deep Text-Driven Virtual Try-On via Hybrid Attention Learning—0
Detailed Garment Recovery from a Single-View Image—0
CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer—0
DeepIron: Predicting Unwarped Garment Texture from a Single Image—0
3D Reconstruction of Clothes using a Human Body Model and its Application to Image-based Virtual Try-On—0
Human Synthesis and Scene Compositing—0
GarmentGAN: Photo-realistic Adversarial Fashion Transfer—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