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 126–150 of 276 papers

TitleStatusHype
Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction—0
Shining Yourself: High-Fidelity Ornaments Virtual Try-on with Diffusion Model—0
Significance of Anatomical Constraints in Virtual Try-On—0
Significance of Skeleton-based Features in Virtual Try-On—0
Single Stage Multi-Pose Virtual Try-On—0
Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn—0
SizeGAN: Improving Size Representation in Clothing Catalogs—0
Size-Variable Virtual Try-On with Physical Clothes Size—0
Spatial Transformation for Image Composition via Correspondence Learning—0
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on—0
StableGarment: Garment-Centric Generation via Stable Diffusion—0
StructLDM: Structured Latent Diffusion for 3D Human Generation—0
Structured 3D Features for Reconstructing Controllable Avatars—0
Structure-Transformed Texture-Enhanced Network for Person Image Synthesis—0
Style and Pose Control for Image Synthesis of Humans from a Single Monocular View—0
SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models—0
TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model—0
TELA: Text to Layer-wise 3D Clothed Human Generation—0
Template-Free Try-on Image Synthesis via Semantic-guided Optimization—0
Text-guided Eyeglasses Manipulation with Spatial Constraints—0
Text-Guided Generation and Editing of Compositional 3D Avatars—0
Time-Efficient and Identity-Consistent Virtual Try-On Using A Variant of Altered Diffusion Models—0
Toward Accurate and Realistic Outfits Visualization with Attention to Details—0
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps—0
Towards Multi-pose Guided Virtual Try-on Network—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