Object Detection on COCO (Common Objects in Context)

Metric: MAP (higher is better)

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#	Model↕	MAP▼	Extra Data	Paper	Date↕	Code
1	MSLPD	56.6	No	Few-Example Object Detection with Model Communic...	2017-06-26	Code
2	SPNs	55.3	No	Soft Proposal Networks for Weakly Supervised Obj...	2017-09-06	Code
3	WILDCAT	53.4	No	-	-	Code
4	Deep Feature Maps	47.9	No	Weakly Supervised Localization using Deep Featur...	2016-03-01	-
5	ProNet	43.5	No	ProNet: Learning to Propose Object-specific Boxe...	2015-11-12	-

#1MSLPDSOTA
56.6
MAP· 2017-06-26
Few-Example Object Detection with Model Communication Code
#2SPNs
55.3
MAP· 2017-09-06
Soft Proposal Networks for Weakly Supervised Object Localization Code
#3WILDCAT
53.4
MAP
No paperCode
#4Deep Feature MapsSOTA
47.9
MAP· 2016-03-01
Weakly Supervised Localization using Deep Feature Maps
#5ProNetSOTA
43.5
MAP· 2015-11-12
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks