notesum.ai

Published at November 25

VQ-SGen: A Vector Quantized Stroke Representation for Sketch Generation

cs.CV

cs.GR

Released Date: November 25, 2024

Authors: Jiawei Wang¹, Zhiming Cui², Changjian Li¹

Aff.: ¹The University of Edinburgh; ²ShanghaiTech University

Arxiv: http://arxiv.org/abs/2411.16446v1

Refer to caption

Methods	Creative Birds			Creative Creatures
Methods	FID(↓)	GD(↑)	CS(↑)	FID(↓)	GD(↑)	CS(↑)	SDS(↑)
Training Data	-	19.40	0.45	-	18.06	0.60	1.91
Sketchknitter [24]	74.42	14.23	0.14	64.34	12.34	0.42	1.32
DoodlerGAN [5]	39.95	16.33	0.69	43.94	14.57	0.55	1.45
DoodleFormer [2]	17.48	17.83	0.57	20.43	16.23	0.53	1.68
Ours	15.78	18.92	0.53	17.61	17.42	0.57	1.86