Scene Text Detection on COCO-Text

Metric: F-Measure (higher is better)

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#	Model↕	F-Measure▼	Extra Data	Paper	Date↕	Code
1	Corner-based Region Proposals	59.1	No	Detecting Multi-Oriented Text with Corner-based ...	2018-04-08	Code
2	TextBoxes++_MS	58.72	No	TextBoxes++: A Single-Shot Oriented Scene Text D...	2018-01-09	Code
3	EAST + VGG16	39.45	No	EAST: An Efficient and Accurate Scene Text Detec...	2017-04-11	Code
4	SSTD	37	No	Single Shot Text Detector with Regional Attention	2017-09-01	Code
5	WordSup (VGG16-synth-coco)	36.8	No	WordSup: Exploiting Word Annotations for Charact...	2017-08-22	-
6	Yao et al.	33.31	No	Scene Text Detection via Holistic, Multi-Channel...	2016-06-29	-

#1Corner-based Region ProposalsSOTA
59.1
F-Measure· 2018-04-08
Detecting Multi-Oriented Text with Corner-based Region Proposals Code
#2TextBoxes++_MSSOTA
58.72
F-Measure· 2018-01-09
TextBoxes++: A Single-Shot Oriented Scene Text Detector Code
#3EAST + VGG16SOTA
39.45
F-Measure· 2017-04-11
EAST: An Efficient and Accurate Scene Text Detector Code
#4SSTD
37
F-Measure· 2017-09-01
Single Shot Text Detector with Regional Attention Code
#5WordSup (VGG16-synth-coco)
36.8
F-Measure· 2017-08-22
WordSup: Exploiting Word Annotations for Character based Text Detection
#6Yao et al.SOTA
33.31
F-Measure· 2016-06-29
Scene Text Detection via Holistic, Multi-Channel Prediction