Scene Text Detection on MSRA-TD500

Metric: Recall (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	MixNet	88.1	No	MixNet: Toward Accurate Detection of Challenging...	2023-08-23	Code
2	PAN	83.8	No	Efficient and Accurate Arbitrary-Shaped Text Det...	2019-08-16	Code
3	DBNet++ (ResNet-50) (736)	83.3	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
4	FAST-B-736	83	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
5	DBNet++ (ResNet-18) (736)	82.5	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
6	FAST-T-736	81.9	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
7	FAST-S-736	81.7	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
8	DB-ResNet-50 (736)	79.2	No	Real-time Scene Text Detection with Differentiab...	2019-11-20	Code
9	FAST-T-512	78.8	No	FAST: Faster Arbitrarily-Shaped Text Detector wi...	2021-11-03	Code
10	CRAFT	78.2	No	Character Region Awareness for Text Detection	2019-04-03	Code
11	FTSN + MNMS	77.1	No	Fused Text Segmentation Networks for Multi-orien...	2017-09-11	-
12	DBNet++ (ResNet-18) (512)	76.5	No	Real-Time Scene Text Detection with Differentiab...	2022-02-21	Code
13	Corner Localization	76.2	No	Multi-Oriented Scene Text Detection via Corner L...	2018-02-25	Code
14	TextSnake	73.9	No	TextSnake: A Flexible Representation for Detecti...	2018-07-04	Code
15	PixelLink + VGG16 2s	73.2	No	PixelLink: Detecting Scene Text via Instance Seg...	2018-01-04	Code
16	RRD∗	73	No	Rotation-Sensitive Regression for Oriented Scene...	2018-03-14	-
17	SegLink	70	No	Detecting Oriented Text in Natural Images by Lin...	2017-03-19	Code
18	EAST + PVANET2x	67.43	No	EAST: An Efficient and Accurate Scene Text Detec...	2017-04-11	Code

#1MixNetSOTA
88.1
Recall· 2023-08-23
MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild Code
#2PANSOTA
83.8
Recall· 2019-08-16
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Code
#3DBNet++ (ResNet-50) (736)
83.3
Recall· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#4FAST-B-736
83
Recall· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#5DBNet++ (ResNet-18) (736)
82.5
Recall· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#6FAST-T-736
81.9
Recall· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#7FAST-S-736
81.7
Recall· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#8DB-ResNet-50 (736)
79.2
Recall· 2019-11-20
Real-time Scene Text Detection with Differentiable Binarization Code
#9FAST-T-512
78.8
Recall· 2021-11-03
FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Code
#10CRAFTSOTA
78.2
Recall· 2019-04-03
Character Region Awareness for Text Detection Code
#11FTSN + MNMSSOTA
77.1
Recall· 2017-09-11
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection
#12DBNet++ (ResNet-18) (512)
76.5
Recall· 2022-02-21
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion Code
#13Corner Localization
76.2
Recall· 2018-02-25
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Code
#14TextSnake
73.9
Recall· 2018-07-04
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Code
#15PixelLink + VGG16 2s
73.2
Recall· 2018-01-04
PixelLink: Detecting Scene Text via Instance Segmentation Code
#16RRD∗
73
Recall· 2018-03-14
Rotation-Sensitive Regression for Oriented Scene Text Detection
#17SegLinkSOTA
70
Recall· 2017-03-19
Detecting Oriented Text in Natural Images by Linking Segments Code
#18EAST + PVANET2x
67.43
Recall· 2017-04-11
EAST: An Efficient and Accurate Scene Text Detector Code