Robust ReadingCompetition
Challenges

method: Baidu VIS v22018-07-03

Authors: VIS-OCR

Description: An end-to-end text localization result submitted by Baidu VIS-OCR, the former OCR team at Baidu IDL.

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.

Ranking Table

Description Paper Source Code
DateMethodRecallPrecisionHmean
2018-07-03Baidu VIS v288.11%94.04%90.98%
2018-01-31Alibaba-PAI87.34%93.84%90.47%
2018-01-22FOTS87.92%91.85%89.84%
2018-11-15Pixel-Anchor(Multiscale)86.95%92.28%89.54%
2018-03-05HoText_v183.58%96.34%89.51%
2017-09-15Baidu VIS 83.39%93.62%88.21%
2018-11-15Pixel-Anchor(single scale)87.05%88.32%87.68%
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%
2018-08-09YY-tl_final82.43%84.63%83.51%
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%
2017-09-21UCAS_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