method: Baidu-VIS2019-05-08

Authors: Baidu-VIS

Description: We are from the Department of Computer Vision, Baidu Inc. Our approach follows the framework of LOMO and mainly upgrades the backbone network. For more details about LOMO, please refer to the paper: "Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes", accepted by CVPR2019. (https://128.84.21.199/abs/1904.06535)

method: PMTD2019-03-23

Authors: Jingchao Liu, Xuebo Liu

Description: Pyramid Mask Text Detector, see https://arxiv.org/abs/1903.11800 for detail. Trained model and inference code will be released. If you have questions, please feel free to contact Jingchao Liu (liujingchao@sensetime.com) and Xuebo Liu (liuxuebo@sensetime.com)

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.

Ranking Table

Description Paper Source Code
DateMethodHmeanPrecisionRecallAverage Precision
2019-05-08Baidu-VIS64.31%55.42%76.59%41.52%
2019-03-23PMTD63.05%53.85%76.05%61.26%
2019-06-11 4Paradigm-Data-Intelligence62.20%50.86%80.06%39.66%
2019-06-02NJU-ImagineLab61.30%51.50%75.70%58.97%
2019-05-234Paradigm-Data-Intelligence61.04%50.33%77.53%37.92%
2019-03-19ccnet single scale57.62%49.65%68.63%47.01%
2018-11-20Pixel-Anchor56.66%50.77%64.09%34.21%
2019-03-29GNNets (single scale)56.54%49.30%66.29%44.67%
2018-10-29Amap-CVLab56.25%47.01%70.00%49.59%
2018-11-15USTC-NELSLIP55.58%43.95%75.59%60.29%
2018-01-22FOTS_v255.33%47.58%66.08%46.29%
2018-11-28CRAFT55.23%48.07%64.89%30.47%
2018-05-18PSENet_NJU_ImagineLab (single-scale)54.57%45.44%68.28%30.21%
2018-12-22PKU_VDIG53.84%41.91%75.29%54.46%
2018-12-04Mask R-CNN -multi scale53.77%46.13%64.45%44.65%
2018-03-12ATL Cangjie OCR53.18%42.20%71.88%56.17%
2018-12-04 SPCNet_TongJi & UESTC (multi scale)52.06%43.26%65.38%27.39%
2017-06-28SCUT_DLVClab151.27%45.80%58.24%38.59%
2017-11-09EAST++51.07%43.27%62.30%29.75%
2019-01-08ALGCD_CP50.60%41.17%65.65%27.30%
2018-08-23Sogou_MM50.35%40.40%66.81%44.72%
2018-12-02Shape-Aware Based Scene Text Detector (single scale)49.96%40.58%65.00%25.68%
2019-05-30Thesis-SE45.58%37.34%58.49%23.54%
2018-12-13AutoCV45.01%33.36%69.15%41.95%
2018-12-03SPCNet_TongJi & UESTC (single scale)44.38%32.88%68.23%21.78%
2018-12-05EPTN-SJTU43.88%36.03%56.10%21.90%
2017-06-29SARI_FDU_RRPN_v139.40%32.19%50.76%24.45%
2017-06-28SARI_FDU_RRPN_v038.55%28.94%57.72%30.92%
2017-06-30TH-DL32.73%30.16%35.78%20.68%
2019-01-03YY AI OCR Group31.43%25.24%41.65%13.07%
2017-06-30Sensetime OCR27.39%17.11%68.68%44.78%
2017-06-30linkage-ER-Flow14.40%10.71%21.99%4.02%

Ranking Graphic

Ranking Graphic