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Object Counting on PASCAL VOC Count 2007 (test)

0.29mRMSE

ILC supervised approach

Updated 3d ago

Evaluation Results

Method	Links
ILC supervised approach 2019.03		0.29	1.14	0.17	0.61	-
LC-ResFCN 2018.07		0.31	1.2	0.17	0.61	-
LC-ResFCN 2019.03		0.31	1.2	0.17	0.61	-
LC-PSPNet 2018.07		0.35	1.32	0.2	0.7	-
LC-PSPNet 2019.03		0.35	1.32	0.2	0.7	-
seq-sub 2016.04		0.42	1.65	0.21	0.68	-
ens 2016.04		0.42	1.68	0.2	0.42	-
Aso-sub-ft-3 x3 2018.07		0.42	1.65	0.21	0.68	-
seq-sub 2016.04		0.42	1.65	0.21	0.68	-
ens 2016.04		0.42	1.68	0.2	0.65	-
Seq-sub-ft-3x3 2019.03		0.42	1.65	0.21	0.68	-
ens 2019.03		0.42	1.68	0.2	0.65	-
aso-sub 2016.04		0.43	1.65	0.22	0.68	-
aso-sub 2016.04		0.43	1.65	0.22	0.68	-
Aso-sub-ft-3x3 2019.03		0.43	1.65	0.22	0.68	-
detect 2016.04		0.5	1.92	0.26	0.85	-
glance 2016.04		0.5	1.83	0.27	0.73	-
Glance-noft-2L 2018.07		0.5	1.83	0.27	0.73	-
Faster-RCNN 2018.07		0.5	1.92	0.26	0.85	-
detect 2016.04		0.5	1.92	0.26	0.85	-
glance 2016.04		0.5	1.83	0.27	0.73	-
Fast-RCNN 2019.03		0.5	1.92	0.26	0.85	-
glance-noft-2L 2019.03		0.5	1.83	0.27	0.73	-
glance 2016.04		0.51	1.87	0.29	0.75	-
glance 2016.04		0.51	1.87	0.29	0.75	-
gt-class 2016.04		0.55	2.12	0.24	0.88	-
gt-class 2016.04		0.55	2.12	0.24	0.88	-
category-mean 2016.04		0.64	1.6	0.3	0.45	-
category-mean 2016.04		0.64	1.6	0.3	0.45	-
mean 2016.04		0.65	1.81	0.31	0.52	-
mean 2016.04		0.65	1.81	0.31	0.52	-
always-0 2016.04		0.66	1.96	0.28	0.59	-
always-0 2016.04		0.66	1.96	0.28	0.59	-
always-1 2016.04		1.14	0.96	0.98	0.17	-
always-1 2016.04		1.14	0.96	0.98	0.17	-
WS-COC 2026.02		1.4	-	-	-	0.9
CountGD 2026.02		21.7	-	-	-	8.7
T2ICount 2026.02		23.5	-	-	-	9.9
VLCounter 2026.02		28.9	-	-	-	11.3
CLIP-Count 2026.02		32.7	-	-	-	12.5