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Computer Vision
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Scene Text Detection
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ICDAR 2013
Scene Text Detection on ICDAR 2013
Metric: Recall (higher is better)
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Model name (A→Z)
#
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
-
#1
CRAFT
SOTA
93.1
Recall
· 2019-04-03
Character Region Awareness for Text Detection
Code
#2
TextFuseNet (ResNeXt-101)
92.09
Recall
No paper
Code
#3
SPCNET
SOTA
90.5
Recall
· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network
Code
#4
Mask TextSpotter
SOTA
88.6
Recall
· 2018-07-06
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Code
#5
WordSup (VGG16-synth-icdar)
SOTA
87.53
Recall
· 2017-08-22
WordSup: Exploiting Word Annotations for Character based Text Detection
#6
PixelLink+VGG16 2s MS
87.5
Recall
· 2018-01-04
PixelLink: Detecting Scene Text via Instance Segmentation
Code
#7
SSTD
86
Recall
· 2017-09-01
Single Shot Text Detector with Regional Attention
Code
#8
Corner Localization (multi-scale)
84.4
Recall
· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
Code
#9
TextBoxes++_MS
84
Recall
· 2018-01-09
TextBoxes++: A Single-Shot Oriented Scene Text Detector
Code
#10
Corner-based Region Proposals
83.9
Recall
· 2018-04-08
Detecting Multi-Oriented Text with Corner-based Region Proposals
Code
#11
SegLink
SOTA
83
Recall
· 2017-03-19
Detecting Oriented Text in Natural Images by Linking Segments
Code
#12
Gupta et al.
SOTA
75.5
Recall
· 2016-04-22
Synthetic Data for Text Localisation in Natural Images
Code
#13
Neumann et al. *
SOTA
72.4
Recall
· 2015-04-14
Efficient Scene Text Localization and Recognition with Local Character Refinement
#14
Jaderberg et al.
SOTA
67.8
Recall
· 2014-12-04
Reading Text in the Wild with Convolutional Neural Networks