Scene Text Detection on ICDAR 2017 MLT

Metric: Precision (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	PMTD*	84.42	No	Pyramid Mask Text Detector	2019-03-28	Code
2	Corner Localization (single-scale)	83.8	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
3	SBD	82.75	No	Exploring the Capacity of an Orderless Box Discr...	2019-12-20	Code
4	FOTS MS	81.86	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code
5	CharNet H-88	81.27	No	Convolutional Character Networks	2019-10-17	Code
6	FOTS	80.95	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code
7	SPCNET	80.6	No	Scene Text Detection with Supervised Pyramid Con...	2018-11-21	Code
8	CRAFT	80.6	No	Character Region Awareness for Text Detection	2019-04-03	Code
9	PAN	80	No	Mask R-CNN with Pyramid Attention Network for Sc...	2018-11-22	-
10	GNNets	79.63	No	Geometry Normalization Networks for Accurate Sce...	2019-09-02	Code
11	CharNet R-50	77.07	No	Convolutional Character Networks	2019-10-17	Code
12	PSENet-1s	77.01	No	Shape Robust Text Detection with Progressive Sca...	2018-06-07	Code
13	PSENet (ResNet-152)	75.35	No	Shape Robust Text Detection with Progressive Sca...	2019-03-28	Code
14	Corner Localization (multi-scale)	74.3	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code

#1PMTD*SOTA
84.42
Precision· 2019-03-28
Pyramid Mask Text Detector Code
#2Corner Localization (single-scale)SOTA
83.8
Precision· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#3SBD
82.75
Precision· 2019-12-20
Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection Code
#4FOTS MSSOTA
81.86
Precision· 2018-01-05
FOTS: Fast Oriented Text Spotting with a Unified Network Code
#5CharNet H-88
81.27
Precision· 2019-10-17
Convolutional Character Networks Code
#6FOTS
80.95
Precision· 2018-01-05
FOTS: Fast Oriented Text Spotting with a Unified Network Code
#7SPCNET
80.6
Precision· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network Code
#8CRAFT
80.6
Precision· 2019-04-03
Character Region Awareness for Text Detection Code
#9PAN
80
Precision· 2018-11-22
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
#10GNNets
79.63
Precision· 2019-09-02
Geometry Normalization Networks for Accurate Scene Text Detection Code
#11CharNet R-50
77.07
Precision· 2019-10-17
Convolutional Character Networks Code
#12PSENet-1s
77.01
Precision· 2018-06-07
Shape Robust Text Detection with Progressive Scale Expansion Network Code
#13PSENet (ResNet-152)
75.35
Precision· 2019-03-28
Shape Robust Text Detection with Progressive Scale Expansion Network Code
#14Corner Localization (multi-scale)
74.3
Precision· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code