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
Controllable Visual-Tactile SynthesisCode1
DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D ModelingCode1
Text-guided Eyeglasses Manipulation with Spatial Constraints—0
PG-VTON: A Novel Image-Based Virtual Try-On Method via Progressive Inference ParadigmCode1
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce—0
ClothCombo: Modeling Inter-Cloth Interaction for Draping Multi-Layered Clothes—0
Learning Garment DensePose for Robust Warping in Virtual Try-OnCode1
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing LearningCode2
Image-Based Virtual Try-on System With Clothing-Size Adjustment—0
USR: Unsupervised Separated 3D Garment and Human Reconstruction via Geometry and Semantic Consistency—0
Composer: Creative and Controllable Image Synthesis with Composable ConditionsCode3
PhysGraph: Physics-Based Integration Using Graph Neural Networks—0
Multi-Camera Lighting Estimation for Photorealistic Front-Facing Mobile Augmented Reality—0
FICE: Text-Conditioned Fashion Image Editing With Guided GAN InversionCode1
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided MixupCode1
Virtual Try-On with Pose-Garment Keypoints Guided InpaintingCode1
Size Does Matter: Size-aware Virtual Try-on via Clothing-oriented Transformation Try-on NetworkCode1
Linking Garment With Person via Semantically Associated Landmarks for Virtual Try-On—0
Human Image Generation: A Comprehensive Survey—0
Structured 3D Features for Reconstructing Controllable Avatars—0
C-VTON: Context-Driven Image-Based Virtual Try-On NetworkCode1
Wearing the Same Outfit in Different Ways -- A Controllable Virtual Try-on Method—0
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence LearningCode0
Single Stage Multi-Pose Virtual Try-On—0
HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation—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