notesum.ai

Published at December 6

Customized Generation Reimagined: Fidelity and Editability Harmonized

cs.CV

Released Date: December 6, 2024

Authors: Jian Jin¹, Yang Shen, Zhenyong Fu, Jian Yang

Aff.: ¹PCA Lab, Nanjing University of Science and Technology

Arxiv: http://arxiv.org/pdf/2412.04831v1

Refer to caption

	Metric	Textual Inversion	DreamBooth	Custom Diffusion
ICO	Text Alignment	84.38 $\%$	58.33 $\%$	55.21 $\%$ \bigstrut[t]
\cdashline2-5	Visual Alignment	71.88 $\%$	53.13 $\%$	57.29 $\%$ \bigstrut[t]
ICO +DCI	Text Alignment	89.58 $\%$	66.67 $\%$	63.54 $\%$ \bigstrut[t]
\cdashline2-5	Visual Alignment	76.04 $\%$	60.42 $\%$	68.75 $\%$ \bigstrut[t]