method: Tencent-DPPR Team2019-04-30

Authors: Longhuang Wu, Shangxuan Tian, Chang Liu, Wenjie Cai, Jiachen Li, Sicong Liu, Haoxi Li, Chunchao Guo, Hongfa Wang, Hongkai Chen, Qinglin lu, Xucheng Yin, Lei Xiao

Description: Tencent-DPPR (Data Platform Precision Recommendation) Team. The method is based on two stage text detector, and use several different backbones and fcn based model to ensemble.

method: NJU_ImagineLab2019-05-01

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

Description: A instance segmentation-based method which is adopted from Mask R-CNN. Our model is trained on the joint dataset of LSVT, ICDAR2017-MLT and ICDAR2019-MLT.

ImagineLab, National Key Lab for Novel Software Technology, Nanjing University
Tongji University

method: PMTD2019-04-30

Authors: Jingchao Liu, Xuebo Liu, Ding Liang

Description: Pyramid Mask Text Detector, see https://arxiv.org/abs/1903.11800 for detail.

Ranking Table

Description Paper Source Code
DateMethodRecallPrecisionHmean
2019-04-30Tencent-DPPR Team83.31%89.77%86.42%
2019-05-01NJU_ImagineLab82.09%89.45%85.61%
2019-04-30PMTD81.92%87.44%84.59%
2019-04-30DMText_lsvt80.03%89.28%84.40%
2019-04-26baseline_polygon_0.780.22%88.99%84.37%
2019-04-30A scene text detection method based on maskrcnn79.82%88.41%83.90%
2019-04-30Fudan-Supremind Detection81.81%85.94%83.82%
2019-04-30Amap-CVLab81.34%85.73%83.48%
2019-04-29SRCB_LSVT77.95%89.48%83.32%
2019-04-30HUST_VLRGROUP81.93%84.54%83.21%
2019-04-30pursuer76.60%88.66%82.19%
2019-04-30TMIS78.38%84.90%81.51%
2019-04-22Mask R-CNN76.13%84.54%80.11%
2019-04-30PAT-S.Y73.60%86.70%79.62%
2019-04-30Sg_whole88.23%71.01%78.69%
2019-04-29 VIC-LISAR71.28%86.11%78.00%
2019-04-27CLTDR74.94%80.28%77.52%
2019-04-26PSENet_v272.95%79.64%76.15%
2019-04-26Papago OCR (PixelLink+)67.03%80.40%73.11%
2019-04-20Simple Baseline70.24%71.81%71.02%
2019-04-27JDIVA_Textboxes++66.96%73.26%69.97%
2019-04-29test461.75%80.66%69.95%
2019-04-21none62.01%76.81%68.62%
2019-04-21one62.01%76.81%68.62%
2019-04-30CRAFT64.21%69.52%66.76%
2019-04-25AdvancedEast model with post processing54.75%66.55%60.08%
2019-04-24captcha detection52.17%56.79%54.38%
2019-05-01TextMask_V177.28%32.67%45.93%
2019-04-30DDT83.36%14.68%24.96%

Ranking Graphic