Robust ReadingCompetition
Challenges

method: Alibaba-PAI2018-01-31

Authors: Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Wei Lin

Description: We are from OCR team of Alibaba-PAI group.
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection.
Accepted by IJCAI 2018.
The final version is being revised now.

method: FOTS2018-01-22

Authors: Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, Junjie Yan

Description: A unified end-to-end trainable Fast Oriented Text Spotting (FOTS) network for simultaneous detection and recognition, sharing computation and visual information among the two complementary tasks.

method: HoText_v12018-03-05

Authors: Zijian Zhou, Zhizhong Su, Shuangping Huang, Lianwen Jin

Description: An end to end training method (both text detection and recognition), the paper is in preparation.

Ranking Table

Description Paper Source Code
DateMethodRecallPrecisionHmean
2018-01-31Alibaba-PAI87.34%93.84%90.47%
2018-01-22FOTS87.92%91.85%89.84%
2018-03-05HoText_v183.58%96.34%89.51%
2017-09-15Baidu VIS 83.39%93.62%88.21%
2018-05-18PSENet_NJU_ImagineLab (single-scale)85.22%89.30%87.21%
2017-07-12Tencent-DPPR81.80%90.71%86.03%
2017-07-04Baidu IDL v381.99%89.82%85.73%
2017-05-13SRC-B-MachineLearningLab-v382.81%88.66%85.64%
2017-09-13PixelLink83.77%86.65%85.19%
2018-01-04crpn80.69%88.77%84.54%
2018-06-01Super Fast Scene Text Detector_v280.40%88.83%84.41%
2017-09-03CCFLAB_FTSN80.07%88.65%84.14%
2017-02-17NLPR-CASIA82.76%84.76%83.75%
2018-01-10HoText_v079.20%86.40%82.64%
2017-07-31EAST reimplemention with resnet 5077.32%84.66%80.83%
2017-01-23RRPN-477.13%83.52%80.20%
2016-10-28RRPN-373.23%82.17%77.44%
2017-01-19SRC-B-MachineLearningLab69.86%86.11%77.14%
2017-02-12SSTD73.86%80.23%76.91%
2017-07-14zju_cvte_seglink_51272.85%80.22%76.36%
2016-10-25Baidu IDL v272.75%77.41%75.01%
2015-11-11Megvii-Image++56.96%72.40%63.76%
2016-11-08CTPN51.56%74.22%60.85%
2017-03-04Google Vision API53.06%67.98%59.60%
2017-09-21UCAS_CMVT349.16%66.38%56.49%
2015-04-03Stradvision-236.74%77.46%49.84%
2015-04-02StradVision-146.27%53.39%49.57%
2015-04-02NJU_Text_Version435.82%72.73%48.00%
2015-04-01NJU Text (Version2)36.25%70.44%47.87%
2015-03-31AJOU46.94%47.26%47.10%
2015-03-30NJU_Text_Version138.32%56.33%45.62%
2015-03-31NJU_Text_Version237.46%54.14%44.28%
2017-10-12TextFCN V237.02%54.19%43.99%
2015-04-02NJU_Text_Version537.84%51.41%43.59%
2015-04-02HUST MCLAB (VER3.0)37.79%44.00%40.66%
2015-04-02HUST_MCLAB_VER1.034.81%47.47%40.17%
2015-04-02HUST_MCLAB_VER.034.09%46.49%39.33%
2015-04-02HUST_MCLAB_VER2.034.09%46.49%39.33%
2015-04-02Deep2Text-MO32.11%49.59%38.98%
2015-04-03CNN Proposal Based MSER34.42%34.71%34.57%
2015-04-03TD-IMU25.28%34.56%29.20%
2015-04-03TextCatcher-2 (LRDE)34.81%24.91%29.04%

Ranking Graphic