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 201–225 of 276 papers

TitleStatusHype
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling—0
Estimation of 3D Body Shape and Clothing Measurements from Frontal- and Side-view Images—0
Exploring Disentangled and Controllable Human Image Synthesis: From End-to-End to Stage-by-Stage—0
FaceChain: A Playground for Human-centric Artificial Intelligence Generated Content—0
FashionComposer: Compositional Fashion Image Generation—0
FashionEngine: Interactive 3D Human Generation and Editing via Multimodal Controls—0
FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model—0
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation—0
FashionSD-X: Multimodal Fashion Garment Synthesis using Latent Diffusion—0
Fashion-VDM: Video Diffusion Model for Virtual Try-On—0
FitGAN: Fit- and Shape-Realistic Generative Adversarial Networks for Fashion—0
FLDM-VTON: Faithful Latent Diffusion Model for Virtual Try-on—0
From Keypoints to Realism: A Realistic and Accurate Virtual Try-on Network from 2D Images—0
Full-Range Virtual Try-On With Recurrent Tri-Level Transform—0
Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On—0
FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On—0
GAN-based Garment Generation Using Sewing Pattern Images—0
GarmentGAN: Photo-realistic Adversarial Fashion Transfer—0
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping—0
GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows with Neighborhood Integrity Preservation for Virtual Try-on—0
GlamTry: Advancing Virtual Try-On for High-End Accessories—0
GraVITON: Graph based garment warping with attention guided inversion for Virtual-tryon—0
GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting—0
HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment—0
Hierarchical Cross-Attention Network for 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