method: MEGVII_Detection2019-04-30

Authors: Feng Wang, Li Hu, Peize Sun, Enze Xie, Wenhai Wang

Description: We proposed a method that use mask-rcnn to predict the segmentation as our boxes. Besides, we use senet-152 as our baseline and we also use multi-scale training and testing to improve the result.

method: NJU-ImagineLab2019-05-01

Authors: Xiaoge Song, Yao Xiao, Tong Lu

Description: It is a two-stage end-to-end detection framework, we use Mask R-CNN as our baseline and adapt it for arbitrary-shaped text.
ImagineLab, Nanjing University

method: ArtDet-v22019-04-29

Authors: Chao Ouyang, Xiang Chen, Lulu Xu

Description: An improved arbitrary-shaped text detection method.

Ranking Table

Description Paper Source Code
DateMethodRecallPrecisionHmean
2019-04-30MEGVII_Detection76.68%89.64%82.65%
2019-05-01NJU-ImagineLab74.21%87.35%80.24%
2019-04-29ArtDet-v273.54%86.45%79.48%
2019-04-26baseline_polygon75.38%82.51%78.79%
2019-04-30CUTeOCR71.56%86.57%78.36%
2019-04-29Sg_ptd70.41%85.98%77.42%
2019-04-28 Alibaba-PAI73.25%79.18%76.10%
2019-04-30Fudan-Supremind Detection v371.61%79.26%75.24%
2019-04-29SRCB_Art70.30%80.41%75.02%
2019-04-30A scene text detection method based on maskrcnn66.25%85.69%74.72%
2019-04-30DMText_art66.15%85.09%74.43%
2019-04-30TEXT_SNIPER71.45%76.17%73.74%
2019-04-28CLTDR65.92%82.58%73.32%
2019-04-29CRAFT68.93%77.25%72.85%
2019-04-30MaskRCNN_Text67.28%79.06%72.69%
2019-04-30QAQ63.45%83.76%72.21%
2019-04-30MaskDet67.04%76.47%71.44%
2019-04-24fdu_ai61.61%82.11%70.40%
2019-04-30CCISTD60.72%81.16%69.47%
2019-04-30Mask RCNN73.20%65.16%68.95%
2019-05-01TextMask_V170.58%67.33%68.92%
2019-04-22MFTD: Mask Filters for Text Detection63.05%72.09%67.27%
2019-04-25Art detect by vivo57.15%80.72%66.92%
2019-04-29PAT-S.Y59.64%75.72%66.72%
2019-04-16Art_test_baseline_task162.27%71.38%66.51%
2019-04-30DMCA64.01%69.08%66.45%
2019-04-30TMIS53.49%86.19%66.01%
2019-04-22mask rcnn55.61%74.83%63.81%
2019-05-01Unicamp-SRBR-PN-157.59%68.02%62.37%
2019-04-26TP51.62%78.18%62.18%
2019-04-28Improved Progressive scale expansion Net52.24%75.88%61.88%
2019-04-23159.04%57.38%58.20%
2019-04-27TextCohesion_143.66%68.08%53.20%
2019-04-30EM-DATA45.11%61.34%51.99%
2019-04-26RAST: Robust Arbitrary Shape Text Detector35.44%71.08%47.30%
2019-04-30MSR0.46%0.55%0.50%

Ranking Graphic