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
DI-Net : Decomposed Implicit Garment Transfer Network for Digital Clothed 3D Human—0
Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person ImagesCode1
Semantic-Preserved Point-based Human AvatarCode0
Image-Based Virtual Try-On: A SurveyCode1
GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows with Neighborhood Integrity Preservation for Virtual Try-on—0
Towards Garment Sewing Pattern Reconstruction from a Single ImageCode2
Virtual Accessory Try-On via Keypoint Hallucination—0
DeepIron: Predicting Unwarped Garment Texture from a Single Image—0
Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn—0
VTON-IT: Virtual Try-On using Image TranslationCode1
Text-Guided Generation and Editing of Compositional 3D Avatars—0
NSF: Neural Surface Fields for Human Modeling from Monocular Depth—0
FaceChain: A Playground for Human-centric Artificial Intelligence Generated ContentCode0
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance FlowCode2
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On—0
AnyDoor: Zero-shot Object-level Image CustomizationCode4
ClothFit: Cloth-Human-Attribute Guided Virtual Try-On Network Using 3D Simulated Dataset—0
TryOnDiffusion: A Tale of Two UNetsCode2
4DHumanOutfit: a multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements—0
Human Body Shape Classification Based on a Single Image—0
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion ModelsCode2
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-OnCode2
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models—0
FashionTex: Controllable Virtual Try-on with Text and TextureCode1
Show:102550
← PrevPage 6 of 12Next →
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