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 251–276 of 276 papers

TitleStatusHype
Learning Implicit Features with Flow Infused Attention for Realistic Virtual Try-On—0
Learning to Estimate the Body Shape Under Clothing from a Single 3D Scan—0
LGVTON: A Landmark Guided Approach to Virtual Try-On—0
Linking Garment With Person via Semantically Associated Landmarks for Virtual Try-On—0
M2E-Try On Net: Fashion from Model to Everyone—0
Masked Extended Attention for Zero-Shot Virtual Try-On In The Wild—0
MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer—0
MF-VITON: High-Fidelity Mask-Free Virtual Try-On with Minimal Input—0
MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation—0
Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models—0
Model-based anthropometry: Predicting measurements from 3D human scans in multiple poses—0
Multi-Camera Lighting Estimation for Photorealistic Front-Facing Mobile Augmented Reality—0
ClothCombo: Modeling Inter-Cloth Interaction for Draping Multi-Layered Clothes—0
MV-TON: Memory-based Video Virtual Try-on network—0
NSF: Neural Surface Fields for Human Modeling from Monocular Depth—0
ODPG: Outfitting Diffusion with Pose Guided Condition—0
OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person—0
PASTA-GAN++: A Versatile Framework for High-Resolution Unpaired Virtual Try-on—0
PEMF-VVTO: Point-Enhanced Video Virtual Try-on via Mask-free Paradigm—0
Per Garment Capture and Synthesis for Real-time Virtual Try-on—0
PFDM: Parser-Free Virtual Try-on via Diffusion Model—0
PhysGraph: Physics-Based Integration Using Graph Neural Networks—0
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns—0
Pose Guided Fashion Image Synthesis Using Deep Generative Model—0
Probing TryOnGAN—0
Product-Level Try-on: Characteristics-preserving Try-on with Realistic Clothes Shading and Wrinkles—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