Scene Text Detection on ICDAR 2017 MLT

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	SBD	76.44	No	Exploring the Capacity of an Orderless Box Discr...	2019-12-20	Code
2	PMTD*	76.25	No	Pyramid Mask Text Detector	2019-03-28	Code
3	CharNet H-88	70.97	No	Convolutional Character Networks	2019-10-17	Code
4	Corner Localization (multi-scale)	70.6	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
5	CharNet R-50	70.1	No	Convolutional Character Networks	2019-10-17	Code
6	GNNets	70.06	No	Geometry Normalization Networks for Accurate Sce...	2019-09-02	Code
7	PAN	69.8	No	Mask R-CNN with Pyramid Attention Network for Sc...	2018-11-22	-
8	PSENet (ResNet-152)	69.18	No	Shape Robust Text Detection with Progressive Sca...	2019-03-28	Code
9	SPCNET	68.6	No	Scene Text Detection with Supervised Pyramid Con...	2018-11-21	Code
10	PSENet-1s	68.4	No	Shape Robust Text Detection with Progressive Sca...	2018-06-07	Code
11	CRAFT	68.2	No	Character Region Awareness for Text Detection	2019-04-03	Code
12	FOTS MS	62.3	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code
13	FOTS	57.51	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code
14	Corner Localization (single-scale)	55.6	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code

#1SBDSOTA
76.44
Recall· 2019-12-20
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection Code
#2PMTD*SOTA
76.25
Recall· 2019-03-28
Pyramid Mask Text Detector Code
#3CharNet H-88
70.97
Recall· 2019-10-17
Convolutional Character Networks Code
#4Corner Localization (multi-scale)SOTA
70.6
Recall· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#5CharNet R-50
70.1
Recall· 2019-10-17
Convolutional Character Networks Code
#6GNNets
70.06
Recall· 2019-09-02
Geometry Normalization Networks for Accurate Scene Text Detection Code
#7PAN
69.8
Recall· 2018-11-22
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
#8PSENet (ResNet-152)
69.18
Recall· 2019-03-28
Shape Robust Text Detection with Progressive Scale Expansion Network Code
#9SPCNET
68.6
Recall· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network Code
#10PSENet-1s
68.4
Recall· 2018-06-07
Shape Robust Text Detection with Progressive Scale Expansion Network Code
#11CRAFT
68.2
Recall· 2019-04-03
Character Region Awareness for Text Detection Code
#12FOTS MSSOTA
62.3
Recall· 2018-01-05
FOTS: Fast Oriented Text Spotting with a Unified Network Code
#13FOTS
57.51
Recall· 2018-01-05
FOTS: Fast Oriented Text Spotting with a Unified Network Code
#14Corner Localization (single-scale)
55.6
Recall· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code