method: NJU-ImagineLab2019-06-02

Authors: Xiaoge Song,Yao Xiao,Wenhai Wang, Enze Xie, Tong Lu.

Description: We are from ImagineLab, Nanjing University and TongJi University. It is a Mask R-CNN based framework.

Authors: ACVG

Description: We are from the Group of Computer Vision, 4paradigm. Our approach mainly follows the framework of two-stage detection network. Use icdar2017mlt 9000 train images and icdar2019mlt 9000 train images.

method: 4Paradigm-Data-Intelligence2019-05-23

Authors: ACVG

Description: We are from the Group of Computer Vision, 4paradigm. Our approach mainly follows the framework of two-stage detection network. Only use icdar2017mlt 9000 train images.

Ranking Table

Description Paper Source Code
DateMethodHmeanPrecisionRecallAverage Precision
2019-06-02NJU-ImagineLab82.74%86.62%79.19%76.32%
2019-06-11 4Paradigm-Data-Intelligence81.60%85.27%78.22%66.62%
2019-05-234Paradigm-Data-Intelligence80.99%85.33%77.08%65.66%
2019-05-08Baidu-VIS80.65%86.31%75.68%65.15%
2019-03-23PMTD80.18%85.20%75.72%72.28%
2018-12-22PKU_VDIG77.29%78.73%75.90%71.41%
2018-11-15USTC-NELSLIP76.85%79.33%74.51%69.04%
2018-10-29Amap-CVLab76.08%80.91%71.79%67.72%
2019-03-19ccnet single scale75.77%81.27%70.97%61.97%
2018-08-23Sogou_MM75.13%80.35%70.56%66.33%
2018-11-20Pixel-Anchor74.79%84.24%67.24%56.83%
2019-03-29GNNets (single scale)74.55%81.23%68.89%62.05%
2018-12-04 SPCNet_TongJi & UESTC (multi scale)74.13%80.61%68.62%55.20%
2018-11-28CRAFT74.03%80.82%68.30%55.17%
2019-01-08ALGCD_CP73.84%80.84%67.96%57.13%
2018-03-12ATL Cangjie OCR73.52%78.88%68.84%64.30%
2018-12-04Mask R-CNN -multi scale73.36%82.79%65.85%62.25%
2018-01-22FOTS_v273.31%83.06%65.61%59.93%
2017-11-09EAST++72.86%80.42%66.61%54.94%
2018-05-18PSENet_NJU_ImagineLab (single-scale)72.45%77.01%68.40%52.51%
2019-07-15stela71.50%78.68%65.52%60.26%
2018-12-13AutoCV71.41%72.40%70.46%62.63%
2018-12-02Shape-Aware Based Scene Text Detector (single scale)70.39%76.55%65.16%49.79%
2018-12-03SPCNet_TongJi & UESTC (single scale)70.00%73.40%66.89%49.02%
2018-12-05EPTN-SJTU67.58%75.71%61.02%49.59%
2019-05-30Thesis-SE67.22%75.68%60.47%47.30%
2017-06-28SCUT_DLVClab164.96%80.28%54.54%50.34%
2017-06-30Sensetime OCR62.56%56.93%69.43%61.24%
2017-06-29SARI_FDU_RRPN_v162.37%71.17%55.50%50.33%
2017-06-28SARI_FDU_RRPN_v060.66%67.07%55.37%48.76%
2019-01-03YY AI OCR Group52.60%64.77%44.28%29.67%
2017-06-30TH-DL45.97%67.75%34.78%30.88%
2017-06-30linkage-ER-Flow32.49%44.48%25.59%15.47%

Ranking Graphic

Ranking Graphic