Scene Text Detection on ICDAR 2013

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	CRAFT	93.1	No	Character Region Awareness for Text Detection	2019-04-03	Code
2	TextFuseNet (ResNeXt-101)	92.09	No	-	-	Code
3	SPCNET	90.5	No	Scene Text Detection with Supervised Pyramid Con...	2018-11-21	Code
4	Mask TextSpotter	88.6	No	Mask TextSpotter: An End-to-End Trainable Neural...	2018-07-06	Code
5	WordSup (VGG16-synth-icdar)	87.53	No	WordSup: Exploiting Word Annotations for Charact...	2017-08-22	-
6	PixelLink+VGG16 2s MS	87.5	No	PixelLink: Detecting Scene Text via Instance Seg...	2018-01-04	Code
7	SSTD	86	No	Single Shot Text Detector with Regional Attention	2017-09-01	Code
8	Corner Localization (multi-scale)	84.4	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
9	TextBoxes++_MS	84	No	TextBoxes++: A Single-Shot Oriented Scene Text D...	2018-01-09	Code
10	Corner-based Region Proposals	83.9	No	Detecting Multi-Oriented Text with Corner-based ...	2018-04-08	Code
11	SegLink	83	No	Detecting Oriented Text in Natural Images by Lin...	2017-03-19	Code
12	Gupta et al.	75.5	No	Synthetic Data for Text Localisation in Natural ...	2016-04-22	Code
13	Neumann et al. *	72.4	No	Efficient Scene Text Localization and Recognitio...	2015-04-14	-
14	Jaderberg et al.	67.8	No	Reading Text in the Wild with Convolutional Neur...	2014-12-04	-

#1CRAFTSOTA
93.1
Recall· 2019-04-03
Character Region Awareness for Text Detection Code
#2TextFuseNet (ResNeXt-101)
92.09
Recall
No paperCode
#3SPCNETSOTA
90.5
Recall· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network Code
#4Mask TextSpotterSOTA
88.6
Recall· 2018-07-06
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes Code
#5WordSup (VGG16-synth-icdar)SOTA
87.53
Recall· 2017-08-22
WordSup: Exploiting Word Annotations for Character based Text Detection
#6PixelLink+VGG16 2s MS
87.5
Recall· 2018-01-04
PixelLink: Detecting Scene Text via Instance Segmentation Code
#7SSTD
86
Recall· 2017-09-01
Single Shot Text Detector with Regional Attention Code
#8Corner Localization (multi-scale)
84.4
Recall· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#9TextBoxes++_MS
84
Recall· 2018-01-09
TextBoxes++: A Single-Shot Oriented Scene Text Detector Code
#10Corner-based Region Proposals
83.9
Recall· 2018-04-08
Detecting Multi-Oriented Text with Corner-based Region Proposals Code
#11SegLinkSOTA
83
Recall· 2017-03-19
Detecting Oriented Text in Natural Images by Linking Segments Code
#12Gupta et al.SOTA
75.5
Recall· 2016-04-22
Synthetic Data for Text Localisation in Natural Images Code
#13Neumann et al. *SOTA
72.4
Recall· 2015-04-14
Efficient Scene Text Localization and Recognition with Local Character Refinement
#14Jaderberg et al.SOTA
67.8
Recall· 2014-12-04
Reading Text in the Wild with Convolutional Neural Networks