notesum.ai

Published at November 25

cs.CV

Released Date: November 25, 2024

Authors: Maxim Khomiakov¹, Michael Riis Andersen¹, Jes Frellsen¹

Aff.: ¹Department of Applied Mathematics and Computer Science, Technical University of Denmark

Method	AP $\uparrow$	AP₅₀ $\uparrow$	AP₇₅ $\uparrow$	AR $\uparrow$	AR₅₀ $\uparrow$	AR₇₅ $\uparrow$	bAP $\uparrow$	IoU $\uparrow$	C-IoU $\uparrow$	PoLiS $\downarrow$	N-ratio
PolyMapper^⋆ (Li et al., 2019)	55.7	86	65.1	62.1	88.6	71.4	22.6	77.6	65.3	2.215	1.29
FFL^⋆ (Girard et al., 2020)	67.0	92.1	75.6	73.2	93.5	81.1	34.4	84.3	73.8	1.945	1.13
PolyWorld (Zorzi et al., 2022)	63.3	88.6	70.5	75.4	93.5	83.1	50.0	91.2	88.2	0.962	0.93
W. Li et al. (Li et al., 2021)	73.8	92	81.9	72.6	90.5	80.7	-	-	-	-	-
PolyBuilding (Hu et al., 2022)	78.7	96.3	89.2	84.2	97.3	92.9	-	94.0	88.6	-	0.99
HiSup Xu et al. (2023)	79.4	92.7	85.3	81.5	93.1	86.7	66.5	94.3	89.6	0.726	-
GeoFormer (ours)	91.5	96.6	93.1	97.8	98.8	98.1	97.1	98.1	97.4	0.913	1.01