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
MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation—0
Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos—0
FashionSD-X: Multimodal Fashion Garment Synthesis using Latent Diffusion—0
TELA: Text to Layer-wise 3D Clothed Human Generation—0
FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on—0
A Simple Strategy for Body Estimation from Partial-View Images—0
FashionEngine: Interactive 3D Human Generation and Editing via Multimodal Controls—0
StructLDM: Structured Latent Diffusion for 3D Human Generation—0
ACDG-VTON: Accurate and Contained Diffusion Generation for Virtual Try-On—0
Wear-Any-Way: Manipulable Virtual Try-on via Sparse Correspondence Alignment—0
StableGarment: Garment-Centric Generation via Stable Diffusion—0
Better Fit: Accommodate Variations in Clothing Types for Virtual Try-on—0
Time-Efficient and Identity-Consistent Virtual Try-On Using A Variant of Altered Diffusion Models—0
PFDM: Parser-Free Virtual Try-on via Diffusion Model—0
Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models—0
DressCode: Autoregressively Sewing and Generating Garments from Text Guidance—0
A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model—0
Product-Level Try-on: Characteristics-preserving Try-on with Realistic Clothes Shading and Wrinkles—0
3D Landmark Detection on Human Point Clouds: A Benchmark and A Dual Cascade Point Transformer Framework—0
Dress-Me-Up: A Dataset & Method for Self-Supervised 3D Garment Retargeting—0
Significance of Anatomical Constraints in Virtual Try-On—0
A Two-stage Personalized Virtual Try-on Framework with Shape Control and Texture Guidance—0
Disentangled Clothed Avatar Generation from Text Descriptions—0
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns—0
WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on—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