Scene Text Detection on MSRA-TD500

Metric: F-Measure (higher is better)

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#	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