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Scene Text Detection
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SCUT-CTW1500
Scene Text Detection on SCUT-CTW1500
Metric: Recall (higher is better)
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Model name (A→Z)
#
Model
↕
Recall
▼
Extra Data
Paper
Date
↕
Code
1
MixNet
88.3
No
MixNet: Toward Accurate Detection of Challenging...
2023-08-23
Code
2
SRFormer (ResNet-50)
87.7
No
SRFormer: Text Detection Transformer with Incorp...
2023-08-21
Code
3
DPText-DETR (ResNet50)
86.2
No
DPText-DETR: Towards Better Scene Text Detection...
2022-07-10
Code
4
TextSnake
85.3
No
TextSnake: A Flexible Representation for Detecti...
2018-07-04
Code
5
TextFuseNet (ResNeXt-101)
85.1
No
-
-
Code
6
I3CL + SSL
84.6
No
I3CL:Intra- and Inter-Instance Collaborative Lea...
2021-08-03
Code
7
PAN
83.2
No
Mask R-CNN with Pyramid Attention Network for Sc...
2018-11-22
-
8
PAN-640
81.2
No
Efficient and Accurate Arbitrary-Shaped Text Det...
2019-08-16
Code
9
CRAFT
81.1
No
Character Region Awareness for Text Detection
2019-04-03
Code
10
FAST-B-640
80.9
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
11
FAST-B-512
80.2
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
12
PSENet-1s
79.89
No
Shape Robust Text Detection with Progressive Sca...
2018-06-07
Code
13
PSENet-1s
79.7
No
Shape Robust Text Detection with Progressive Sca...
2019-03-28
Code
14
FAST-S-512
78.7
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
15
FAST-T-512
77.9
No
FAST: Faster Arbitrarily-Shaped Text Detector wi...
2021-11-03
Code
16
SLPR
70.1
No
Sliding Line Point Regression for Shape Robust S...
2018-01-30
Code
#1
MixNet
SOTA
88.3
Recall
· 2023-08-23
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild
Code
#2
SRFormer (ResNet-50)
SOTA
87.7
Recall
· 2023-08-21
SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression
Code
#3
DPText-DETR (ResNet50)
SOTA
86.2
Recall
· 2022-07-10
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer
Code
#4
TextSnake
SOTA
85.3
Recall
· 2018-07-04
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
Code
#5
TextFuseNet (ResNeXt-101)
85.1
Recall
No paper
Code
#6
I3CL + SSL
84.6
Recall
· 2021-08-03
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
Code
#7
PAN
83.2
Recall
· 2018-11-22
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
#8
PAN-640
81.2
Recall
· 2019-08-16
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
Code
#9
CRAFT
81.1
Recall
· 2019-04-03
Character Region Awareness for Text Detection
Code
#10
FAST-B-640
80.9
Recall
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#11
FAST-B-512
80.2
Recall
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#12
PSENet-1s
SOTA
79.89
Recall
· 2018-06-07
Shape Robust Text Detection with Progressive Scale Expansion Network
Code
#13
PSENet-1s
79.7
Recall
· 2019-03-28
Shape Robust Text Detection with Progressive Scale Expansion Network
Code
#14
FAST-S-512
78.7
Recall
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#15
FAST-T-512
77.9
Recall
· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Code
#16
SLPR
SOTA
70.1
Recall
· 2018-01-30
Sliding Line Point Regression for Shape Robust Scene Text Detection
Code