Scene Text Detection on ICDAR 2013

Metric: Precision (higher is better)

LeaderboardDataset

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	CRAFT	97.4	No	Character Region Awareness for Text Detection	2019-04-03	Code
2	TextFuseNet (ResNeXt-101)	97.27	No	-	-	Code
3	Mask TextSpotter	95	No	Mask TextSpotter: An End-to-End Trainable Neural...	2018-07-06	Code
4	SPCNET	93.8	No	Scene Text Detection with Supervised Pyramid Con...	2018-11-21	Code
5	WordSup (VGG16-synth-icdar)	93.34	No	WordSup: Exploiting Word Annotations for Charact...	2017-08-22	-
6	Corner Localization (multi-scale)	92	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
7	Gupta et al.	92	No	Synthetic Data for Text Localisation in Natural ...	2016-04-22	Code
8	Corner-based Region Proposals	91.9	No	Detecting Multi-Oriented Text with Corner-based ...	2018-04-08	Code
9	TextBoxes++_MS	91	No	TextBoxes++: A Single-Shot Oriented Scene Text D...	2018-01-09	Code
10	PixelLink+VGG16 2s MS	88.6	No	PixelLink: Detecting Scene Text via Instance Seg...	2018-01-04	Code
11	Jaderberg et al.	88.5	No	Reading Text in the Wild with Convolutional Neur...	2014-12-04	-
12	SSTD	88	No	Single Shot Text Detector with Regional Attention	2017-09-01	Code
13	SegLink	87.7	No	Detecting Oriented Text in Natural Images by Lin...	2017-03-19	Code
14	Neumann et al. *	81.8	No	Efficient Scene Text Localization and Recognitio...	2015-04-14	-

#1CRAFTSOTA
97.4
Precision· 2019-04-03
Character Region Awareness for Text Detection Code
#2TextFuseNet (ResNeXt-101)
97.27
Precision
No paperCode
#3Mask TextSpotterSOTA
95
Precision· 2018-07-06
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes Code
#4SPCNET
93.8
Precision· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network Code
#5WordSup (VGG16-synth-icdar)SOTA
93.34
Precision· 2017-08-22
WordSup: Exploiting Word Annotations for Character based Text Detection
#6Corner Localization (multi-scale)
92
Precision· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#7Gupta et al.SOTA
92
Precision· 2016-04-22
Synthetic Data for Text Localisation in Natural Images Code
#8Corner-based Region Proposals
91.9
Precision· 2018-04-08
Detecting Multi-Oriented Text with Corner-based Region Proposals Code
#9TextBoxes++_MS
91
Precision· 2018-01-09
TextBoxes++: A Single-Shot Oriented Scene Text Detector Code
#10PixelLink+VGG16 2s MS
88.6
Precision· 2018-01-04
PixelLink: Detecting Scene Text via Instance Segmentation Code
#11Jaderberg et al.SOTA
88.5
Precision· 2014-12-04
Reading Text in the Wild with Convolutional Neural Networks
#12SSTD
88
Precision· 2017-09-01
Single Shot Text Detector with Regional Attention Code
#13SegLink
87.7
Precision· 2017-03-19
Detecting Oriented Text in Natural Images by Linking Segments Code
#14Neumann et al. *
81.8
Precision· 2015-04-14
Efficient Scene Text Localization and Recognition with Local Character Refinement