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 Team77.43%83.42%80.31%
2019-05-01NJU_ImagineLab75.01%81.73%78.22%
2019-04-30PMTD75.60%80.69%78.06%
2019-04-30Amap-CVLab75.58%79.66%77.57%
2019-04-29SRCB_LSVT72.39%83.10%77.38%
2021-03-17DuXiaoman_OCR73.32%80.72%76.84%
2021-07-05WHU-SigmaLab75.08%78.02%76.52%
2019-04-30A scene text detection method based on maskrcnn72.64%80.46%76.35%
2019-04-30Fudan-Supremind Detection73.90%77.63%75.72%
2019-04-30DMText_lsvt70.92%79.11%74.79%
2019-04-26baseline_polygon_0.770.99%78.75%74.66%
2020-07-13MaskRCNN_Baseline72.86%74.73%73.79%
2020-06-29MaskRCNN_baseline70.13%74.26%72.13%
2019-04-30TMIS68.67%74.37%71.40%
2019-04-30Sg_whole79.27%63.80%70.69%
2019-04-30pursuer65.49%75.80%70.27%
2019-04-30HUST_VLRGROUP69.17%71.38%70.26%
2019-04-30PAT-S.Y63.08%74.31%68.24%
2019-04-22Mask R-CNN63.97%71.03%67.31%
2019-04-29 VIC-LISAR61.47%74.26%67.27%
2019-04-27CLTDR64.71%69.31%66.93%
2021-04-13mypannet59.34%67.66%63.23%
2019-04-29test454.82%71.60%62.10%
2019-04-26PSENet_v259.22%64.65%61.81%
2023-03-28FFDA-DBNet52.46%67.37%58.99%
2023-03-22fpn_11.2251.29%69.01%58.84%
2023-03-28DBNet51.67%68.26%58.82%
2023-03-22fpn_1.2150.63%68.91%58.37%
2019-04-26Papago OCR (PixelLink+)53.02%63.59%57.82%
2020-11-23hrnet_w40_casecade56.84%57.33%57.08%
2019-04-27JDIVA_Textboxes++54.50%59.63%56.95%
2019-04-20Simple Baseline54.92%56.14%55.52%
2019-04-30CRAFT51.34%55.59%53.38%
2019-04-21none48.19%59.69%53.33%
2019-04-21one48.19%59.69%53.33%
2022-03-03db45.19%59.56%51.39%
2022-06-06gxz modified mobilenetv3 dbnet for amlogic npu42.51%53.64%47.43%
2019-04-25AdvancedEast model with post processing43.20%52.52%47.41%
2019-04-24captcha detection39.87%43.40%41.56%
2019-05-01TextMask_V168.16%28.82%40.51%
2022-06-06paddle ocr ch_pp_mobile_v2.0 det 34.00%49.50%40.31%
2019-04-30DDT74.50%13.12%22.31%

Ranking Graphic