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Published at November 22

Design-o-meter: Towards Evaluating and Refining Graphic Designs

cs.CV

cs.AI

cs.HC

Released Date: November 22, 2024

Authors: Sahil Goyal¹, Abhinav Mahajan², Swasti Mishra³, Prateksha Udhayanan³, Tripti Shukla³, K J Joseph³, Balaji Vasan Srinivasan³

Aff.: ¹IIT Roorkee; ²IIIT Bangalore; ³Adobe Research

Arxiv: http://arxiv.org/abs/2411.14959v1

Refer to caption

	SingleText		MultipleText
	mIoU ( $\uparrow$ )	mBDE ( $\downarrow$ )	mIoU ( $\uparrow$ )	mBDE ( $\downarrow$ )
SmartText++	0.047	0.262	0.023	0.300
FlexDM	0.357	0.098	0.110	0.141
COLE	0.402	-	0.172	-
Ours w/o SWAN	0.376 $\pm$ 0.01	0.116 $\pm$ 0.01	0.311 $\pm$ 0.05	0.128 $\pm$ 0.01
Design-o-meter	0.42 $\pm$ 0.01	0.08 $\pm$ 0.01	0.38 $\pm$ 0.05	0.06 $\pm$ 0.01