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Total-Text
Scene Text Detection on Total-Text
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#
Model
↕
Precision
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Extra Data
Paper
Date
↕
Code
1
MixNet
93
No
MixNet: Toward Accurate Detection of Challenging...
2023-08-23
Code
2
FAST-B-800
90
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
3
FAST-B-640
89.9
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
4
CharNet H-88
89.9
No
Convolutional Character Networks
2019-10-17
Code
5
I3CL + SSL(ResNet-50)
89.8
No
I3CL:Intra- and Inter-Instance Collaborative Lea...
2021-08-03
Code
6
FAST-B-512
89.6
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
7
PAN-640
89.3
No
Efficient and Accurate Arbitrary-Shaped Text Det...
2019-08-16
Code
8
TextFuseNet (ResNeXt-101)
89.2
No
-
-
Code
9
DBNet++ (ResNet-50) (800)
88.9
No
Real-Time Scene Text Detection with Differentiab...
2022-02-21
Code
10
FAST-S-512
88.3
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
11
CharNet H-88 (multi-scale)
88
No
Convolutional Character Networks
2019-10-17
Code
12
CRAFT
87.6
No
Character Region Awareness for Text Detection
2019-04-03
Code
13
DBNet++ (ResNet-18) (800)
87.4
No
Real-Time Scene Text Detection with Differentiab...
2022-02-21
Code
14
FAST-T-448
86.5
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
15
FTSN
84.7
No
Fused Text Segmentation Networks for Multi-orien...
2017-09-11
-
16
PSENet-4s
84.5
No
Shape Robust Text Detection with Progressive Sca...
2019-03-28
Code
17
SPCNET
83
No
Scene Text Detection with Supervised Pyramid Con...
2018-11-21
Code
18
TextSnake
82.7
No
TextSnake: A Flexible Representation for Detecti...
2018-07-04
Code
19
TextFiled
81.2
No
TextField: Learning A Deep Direction Field for I...
2018-12-04
Code
20
Mask TextSpotter
69
No
Mask TextSpotter: An End-to-End Trainable Neural...
2018-07-06
Code
21
EAST
50
No
EAST: An Efficient and Accurate Scene Text Detec...
2017-04-11
Code
22
Ch,ng et al.
40
No
Total-Text: A Comprehensive Dataset for Scene Te...
2017-10-28
Code
#1
MixNet
SOTA
93
Precision
· 2023-08-23
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild
Code
#2
FAST-B-800
SOTA
90
Precision
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#3
FAST-B-640
89.9
Precision
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#4
CharNet H-88
SOTA
89.9
Precision
· 2019-10-17
Convolutional Character Networks
Code
#5
I3CL + SSL(ResNet-50)
89.8
Precision
· 2021-08-03
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
Code
#6
FAST-B-512
89.6
Precision
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#7
PAN-640
SOTA
89.3
Precision
· 2019-08-16
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
Code
#8
TextFuseNet (ResNeXt-101)
89.2
Precision
No paper
Code
#9
DBNet++ (ResNet-50) (800)
88.9
Precision
· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
Code
#10
FAST-S-512
88.3
Precision
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#11
CharNet H-88 (multi-scale)
88
Precision
· 2019-10-17
Convolutional Character Networks
Code
#12
CRAFT
SOTA
87.6
Precision
· 2019-04-03
Character Region Awareness for Text Detection
Code
#13
DBNet++ (ResNet-18) (800)
87.4
Precision
· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
Code
#14
FAST-T-448
86.5
Precision
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#15
FTSN
SOTA
84.7
Precision
· 2017-09-11
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection
#16
PSENet-4s
84.5
Precision
· 2019-03-28
Shape Robust Text Detection with Progressive Scale Expansion Network
Code
#17
SPCNET
83
Precision
· 2018-11-21
Scene Text Detection with Supervised Pyramid Context Network
Code
#18
TextSnake
82.7
Precision
· 2018-07-04
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
Code
#19
TextFiled
81.2
Precision
· 2018-12-04
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection
Code
#20
Mask TextSpotter
69
Precision
· 2018-07-06
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Code
#21
EAST
SOTA
50
Precision
· 2017-04-11
EAST: An Efficient and Accurate Scene Text Detector
Code
#22
Ch,ng et al.
40
Precision
· 2017-10-28
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
Code