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 151–175 of 276 papers

TitleStatusHype
Try-On-Adapter: A Simple and Flexible Try-On Paradigm—0
Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos—0
USR: Unsupervised Separated 3D Garment and Human Reconstruction via Geometry and Semantic Consistency—0
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control—0
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter—0
Virtual Accessory Try-On via Keypoint Hallucination—0
VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction—0
WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on—0
WAS-VTON: Warping Architecture Search for Virtual Try-on Network—0
Wear-Any-Way: Manipulable Virtual Try-on via Sparse Correspondence Alignment—0
Wearing the Same Outfit in Different Ways -- A Controllable Virtual Try-on Method—0
WG-VITON: Wearing-Guide Virtual Try-On for Top and Bottom Clothes—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors—0
1-2-1: Renaissance of Single-Network Paradigm for Virtual Try-On—0
Human Synthesis and Scene Compositing—0
3D Landmark Detection on Human Point Clouds: A Benchmark and A Dual Cascade Point Transformer Framework—0
3D Reconstruction of Clothes using a Human Body Model and its Application to Image-based Virtual Try-On—0
4DHumanOutfit: a multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements—0
ACDG-VTON: Accurate and Contained Diffusion Generation for Virtual Try-On—0
A generic method of wearable items virtual try-on—0
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model—0
Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks—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