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Published at November 22

Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding

cs.CV

Released Date: November 22, 2024

Authors: Junde Liu, Danpei Zhao, Bo Yuan, Wentao Li, Tian Li

Arxiv: http://arxiv.org/abs/2411.14781v1

Refer to caption

Method	Controllability			Diversity
Method	FID $\downarrow$	mIOU $\uparrow$	acc $\uparrow$	LPIPS $\uparrow$	mCSD $\uparrow$	mOCD $\downarrow$
Pix2PixHD [16]	206.114	49.930	74.217	0	-	-
SPADE [13]	142.579	57.044	82.673	0	-	-
SAFM [28]	139.791	64.318	86.601	0.151	0.019	0.082
CLADE [21]	145.655	59.591	81.069	0.187	0.027	0.105
INADE [14]	136.615	52.074	78.774	0.339	0.054	0.200
Santa [49]	157.844	-	-	0	-	-
Ours	132.283	71.234	88.022	0.189	0.028	0.073