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 1–10 of 276 papers

TitleStatusHype
TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model—0
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter—0
Real-Time Per-Garment Virtual Try-On with Temporal Consistency for Loose-Fitting GarmentsCode1
Low-Barrier Dataset Collection with Real Human Body for Interactive Per-Garment Virtual Try-OnCode1
VITON-DRR: Details Retention Virtual Try-on via Non-rigid RegistrationCode0
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed IndividualsCode1
VTBench: Comprehensive Benchmark Suite Towards Real-World Virtual Try-on ModelsCode1
HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment—0
Pursuing Temporal-Consistent Video Virtual Try-On via Dynamic Pose Interaction—0
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-OnCode1
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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