Robust ReadingCompetition
Challenges

method: PKU_VDIG2018-12-22

Authors: Yudong Liu, Yongtao Wang

Description: A two-stage end-to-end text detection network

method: USTC-NELSLIP2018-11-15

Authors: Yixing Zhu, Jun Du

Description: This is a segmentation based method with center-border map. Signal Processing and Pattern Recognition Application Team, USTC-NELSLIP.

method: Amap-CVLab2018-10-29

Authors: Xinran Liu, Hang Zhang, Zhihui Hao, Wei Wang (CASIA)

Description: An instance segmentation based method. This work has been completed by Amap (AutoNavi) Computer Vision Lab, Alibaba Group in cooperation with Institute of Automation, Chinese Academy of Sciences (CASIA).

Ranking Table

Description Paper Source Code
DateMethodAverage PrecisionPrecisionRecallHmean
2018-12-22PKU_VDIG71.41%78.73%75.90%77.29%
2018-11-15USTC-NELSLIP69.04%79.33%74.51%76.85%
2018-10-29Amap-CVLab67.72%80.91%71.79%76.08%
2018-08-23Sogou_MM66.33%80.35%70.56%75.13%
2018-11-20Pixel-Anchor56.83%84.24%67.24%74.79%
2018-12-04 SPCNet_TongJi & UESTC (multi scale)55.20%80.61%68.62%74.13%
2019-01-08ALGCD_CP57.13%80.84%67.96%73.84%
2018-03-12ATL Cangjie OCR64.30%78.88%68.84%73.52%
2018-12-04Mask R-CNN -multi scale62.25%82.79%65.85%73.36%
2018-01-22FOTS_v259.93%83.06%65.61%73.31%
2017-11-09EAST++54.94%80.42%66.61%72.86%
2018-05-18PSENet_NJU_ImagineLab (single-scale)52.51%77.01%68.40%72.45%
2018-12-13AutoCV62.63%72.40%70.46%71.41%
2018-01-22FOTS56.95%81.86%62.30%70.75%
2018-12-03SPCNet_TongJi & UESTC (single scale)49.02%73.40%66.89%70.00%
2018-12-05EPTN-SJTU49.59%75.71%61.02%67.58%
2019-01-08M_EAST243.99%76.33%57.94%65.88%
2017-06-28SCUT_DLVClab150.34%80.28%54.54%64.96%
2017-06-30Sensetime OCR61.24%56.93%69.43%62.56%
2017-06-29SARI_FDU_RRPN_v150.33%71.17%55.50%62.37%
2017-06-28SARI_FDU_RRPN_v048.76%67.07%55.37%60.66%
2019-01-03YY AI OCR Group29.67%64.77%44.28%52.60%
2017-06-30TH-DL30.88%67.75%34.78%45.97%
2017-06-30linkage-ER-Flow15.47%44.48%25.59%32.49%

Ranking Graphic

Ranking Graphic