SOTAVerified|Agents Browse Leaderboard About

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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 231–240 of 276 papers

Title	Date	Tasks	Status	Hype
Shape Controllable Virtual Try-on for Underwear Models	Jul 28, 2021	Graph AttentionVirtual Try-on	—Unverified	0
Toward Accurate and Realistic Outfits Visualization with Attention to Details	Jun 11, 2021	Image GenerationVirtual Try-on	—Unverified	0
An Efficient Style Virtual Try on Network for Clothing Business Industry	May 27, 2021	BlockingHuman Parsing	—Unverified	0
Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example	May 12, 2021	Virtual Try-on	—Unverified	0
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans	Mar 31, 2021	Virtual Try-onVocal Bursts Intensity Prediction	—Unverified	0
Style and Pose Control for Image Synthesis of Humans from a Single Monocular View	Feb 22, 2021	Appearance TransferImage Generation	—Unverified	0
CloTH-VTON+: Clothing Three-dimensional reconstruction for Hybrid image-based Virtual Try-ON	Feb 16, 2021	Pose EstimationVirtual Try-on	—Unverified	0
Template-Free Try-on Image Synthesis via Semantic-guided Optimization	Feb 6, 2021	Image GenerationVirtual Try-on	—Unverified	0
Structure-Transformed Texture-Enhanced Network for Person Image Synthesis	Jan 1, 2021	Image GenerationPose Transfer	—Unverified	0
FashionMirror: Co-Attention Feature-Remapping Virtual Try-On With Sequential Template Poses	Jan 1, 2021	SegmentationSemantic Segmentation	CodeCode Available	0

Show:10 25 50

← PrevPage 24 of 28Next →

All datasets VITON VITON-HD Deep-Fashion MPV Dress Code FashionIQ Microsoft COCO dataset StreetTryOn UBC Fashion Videos

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	C-VTON	FID	19.54	—	Unverified
2	PSAD	FID	13.71	—	Unverified
3	RT-VTON	FID	11.66	—	Unverified
4	SDAFN	FID	10.97	—	Unverified
5	PF-AFN	FID	10.09	—	Unverified
6	Flow-Style-VTON	FID	8.89	—	Unverified
7	CloTH-VTON+	SSIM	0.89	—	Unverified
8	ACGPN	SSIM	0.85	—	Unverified
9	ClothFlow	SSIM	0.84	—	Unverified
10	CP-VTON+	SSIM	0.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VITON-HD	FID	11.74	—	Unverified
2	HR-VITON	FID	10.91	—	Unverified
3	StableVITON	FID	8.23	—	Unverified
4	IDM-VTON	FID	6.29	—	Unverified
5	FItDiT	FID	4.73	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MG-VTON	IS	3.03	—	Unverified
2	Poly-GAN	IS	2.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DGP	FID	48.4	—	Unverified
2	PF-AFN	FID	6.43	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Leffa	FID	2.06	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	mm	10 fold Cross validation	66	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VTON-IT	SSIM	0.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Street TryOn	FID	33.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Fashion-VDM	FVD	172	—	Unverified