TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Scene Text Detection	COCO-Text	Corner-based Region Proposals	F-Measure	59.1	# 1
Scene Text Detection	COCO-Text	Corner-based Region Proposals	Precision	55.5	# 2
Scene Text Detection	COCO-Text	Corner-based Region Proposals	Recall	63.3	# 1
Scene Text Detection	ICDAR 2013	Corner-based Region Proposals	F-Measure	87.6%%	# 8
Scene Text Detection	ICDAR 2013	Corner-based Region Proposals	Precision	91.9	# 7
Scene Text Detection	ICDAR 2013	Corner-based Region Proposals	Recall	83.9	# 10
Scene Text Detection	ICDAR 2015	Corner-based Region Proposals	F-Measure	84.5	# 20
Scene Text Detection	ICDAR 2015	Corner-based Region Proposals	Precision	88.7	# 18
Scene Text Detection	ICDAR 2015	Corner-based Region Proposals	Recall	80.7	# 23

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Detecting Multi-Oriented Text with Corner-based Region Proposals

8 Apr 2018 • Linjie Deng • Yanxiang Gong • Yi Lin • Jingwen Shuai • Xiaoguang Tu • Yuefei Zhang • Zheng Ma • Mei Xie

Previous approaches for scene text detection usually rely on manually defined sliding windows. This work presents an intuitive two-stage region-based method to detect multi-oriented text without any prior knowledge regarding the textual shape... (read more)

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DATA AUGMENTATION

ROBUST CLASSIFICATION

SCENE TEXT

SCENE TEXT DETECTION

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COCO

ICDAR 2013

COCO-Text

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Ranked #1 on Scene Text Detection on COCO-Text

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	BENCHMARK
Scene Text Detection	COCO-Text	Corner-based Region Proposals	F-Measure	59.1	# 1	Compare
			Precision	55.5	# 2	Compare
			Recall	63.3	# 1	Compare
Scene Text Detection	ICDAR 2013	Corner-based Region Proposals	F-Measure	87.6%%	# 8	Compare
			Precision	91.9	# 7	Compare
			Recall	83.9	# 10	Compare
Scene Text Detection	ICDAR 2015	Corner-based Region Proposals	F-Measure	84.5	# 20	Compare
			Precision	88.7	# 18	Compare
			Recall	80.7	# 23	Compare

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