Scene Text Detection on MSRA-TD500

Metric: F-Measure (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	F-Measure▼	Extra Data	Paper	Date↕	Code
1	MixNet	89.4	No	MixNet: Toward Accurate Detection of Challenging...	2023-08-23	Code
2	FAST-B-736	87.3	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
3	DBNet++ (ResNet-50) (736)	87.2	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
4	FAST-S-736	86.4	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
5	DBNet++ (ResNet-18) (736)	85.1	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
6	DB-ResNet-50 (736)	84.9	No	Real-time Scene Text Detection with Differentiab...	2019-11-20	Code
7	FAST-T-736	84.9	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
8	FAST-T-512	84.5	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
9	PAN	84.1	No	Efficient and Accurate Arbitrary-Shaped Text Det...	2019-08-16	Code
10	CRAFT	82.9	No	Character Region Awareness for Text Detection	2019-04-03	Code
11	DBNet++ (ResNet-18) (512)	82.6	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
12	FTSN + MNMS	82	No	Fused Text Segmentation Networks for Multi-orien...	2017-09-11	-
13	Corner Localization	81.5	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
14	RRD∗	79	No	Rotation-Sensitive Regression for Oriented Scene...	2018-03-14	-
15	TextSnake	78.3	No	TextSnake: A Flexible Representation for Detecti...	2018-07-04	Code
16	PixelLink + VGG16 2s	77.8	No	PixelLink: Detecting Scene Text via Instance Seg...	2018-01-04	Code
17	SegLink	77	No	Detecting Oriented Text in Natural Images by Lin...	2017-03-19	Code
18	EAST + PVANET2x	76.08	No	EAST: An Efficient and Accurate Scene Text Detec...	2017-04-11	Code

#1MixNetSOTA
89.4
F-Measure· 2023-08-23
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild Code
#2FAST-B-736SOTA
87.3
F-Measure· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#3DBNet++ (ResNet-50) (736)
87.2
F-Measure· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#4FAST-S-736
86.4
F-Measure· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#5DBNet++ (ResNet-18) (736)
85.1
F-Measure· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#6DB-ResNet-50 (736)SOTA
84.9
F-Measure· 2019-11-20
Real-time Scene Text Detection with Differentiable Binarization Code
#7FAST-T-736
84.9
F-Measure· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#8FAST-T-512
84.5
F-Measure· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#9PANSOTA
84.1
F-Measure· 2019-08-16
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Code
#10CRAFTSOTA
82.9
F-Measure· 2019-04-03
Character Region Awareness for Text Detection Code
#11DBNet++ (ResNet-18) (512)
82.6
F-Measure· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#12FTSN + MNMSSOTA
82
F-Measure· 2017-09-11
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection
#13Corner Localization
81.5
F-Measure· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#14RRD∗
79
F-Measure· 2018-03-14
Rotation-Sensitive Regression for Oriented Scene Text Detection
#15TextSnake
78.3
F-Measure· 2018-07-04
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Code
#16PixelLink + VGG16 2s
77.8
F-Measure· 2018-01-04
PixelLink: Detecting Scene Text via Instance Segmentation Code
#17SegLinkSOTA
77
F-Measure· 2017-03-19
Detecting Oriented Text in Natural Images by Linking Segments Code
#18EAST + PVANET2x
76.08
F-Measure· 2017-04-11
EAST: An Efficient and Accurate Scene Text Detector Code