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
Robust 3D Garment Digitization from Monocular 2D Images for 3D Virtual Try-On Systems—0
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing—0
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human PoseCode1
PT-VTON: an Image-Based Virtual Try-On Network with Progressive Pose Attention Transfer—0
Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GANCode1
Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)—0
A Neural Anthropometer Learning from Body Dimensions Computed on Human 3D MeshesCode0
ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors—0
Per Garment Capture and Synthesis for Real-time Virtual Try-on—0
ARShoe: Real-Time Augmented Reality Shoe Try-on System on Smartphones—0
MV-TON: Memory-based Video Virtual Try-on network—0
M3D-VTON: A Monocular-to-3D Virtual Try-On NetworkCode1
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on—0
WAS-VTON: Warping Architecture Search for Virtual Try-on Network—0
Shape Controllable Virtual Try-on for Underwear Models—0
Toward Accurate and Realistic Outfits Visualization with Attention to Details—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-OnCode1
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example—0
Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit EditingCode1
Cloth Interactive Transformer for Virtual Try-OnCode1
Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup TransferCode1
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware NormalizationCode2
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans—0
Disentangled Cycle Consistency for Highly-realistic Virtual Try-OnCode1
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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