Robust ReadingCompetition
Challenges
You can see below the latest results, updated in real time when new submissions are made to the system. Methods published in ICDAR competition in blue, plus other public methods in white and your methods in yellow.
Evaluation
DateMethodRecallPrecisionHmean
2017-05-24SRC-B-MachineLearningLab-v389.42%93.75%91.54%
2017-02-17NLPR-CASIA88.55%94.59%91.47%
2016-12-16RRPN-487.85%94.91%91.25%
2017-03-16Ali-Amap-xlab-v287.40%91.80%89.54%
2017-03-23RTN85.08%93.85%89.25%
2016-12-04Ali-Amap-xlab86.16%90.89%88.46%
2016-06-23Baidu IDL84.51%92.68%88.41%
2017-01-22SRC-B-MachineLearningLab83.20%93.06%87.85%
2017-03-22MCLAB_TextBoxes_v284.38%91.21%87.67%
2017-01-19XvBaoBao84.80%90.72%87.66%
2017-02-20UCAS_CMVT80.13%95.25%87.04%
2017-05-02TsinghuaOCR84.37%89.75%86.98%
2016-01-27SenseTime85.22%88.77%86.96%
2016-07-18SCUT-HCII82.59%90.40%86.32%
2017-04-04xmu40382.83%89.95%86.24%
2017-02-21STDN-278.81%95.07%86.18%
2016-12-21MSRA_v179.87%93.32%86.08%
2017-02-28Tencent Youtu79.47%93.87%86.07%
2017-02-07CAS_HotEye78.63%93.69%85.50%
2017-02-27CTDN-3-PN77.46%94.85%85.28%
2016-08-31MCLAB_TextBoxes82.59%87.73%85.08%
2016-06-23SRC-B-TextProcessingLab80.18%90.50%85.03%
2016-04-10SCUT-HCII82.79%87.17%84.93%
2017-02-25CTDN276.11%95.20%84.59%
2015-04-03StradVision78.85%90.21%84.15%
2017-05-27BUPT_NIRC_multi79.07%89.34%83.89%
2016-03-16TextConv+WordGraph75.85%93.30%83.68%
2017-05-27BUPT_NIRC_multi77.94%90.23%83.63%
2015-04-02VGGMaxNet_02579.58%88.04%83.59%
2015-03-26VGGMaxNet_cmb77.57%90.47%83.53%
2015-11-04MSER_Binary_CNN78.67%88.79%83.42%
2016-03-16TextConv+WordGraph75.23%93.28%83.29%
2015-03-23VGGMaxNet_01376.49%91.36%83.27%
2015-11-28CASIA_USTB-Cascaded77.63%89.50%83.14%
2015-03-23VGGMaxNet_1.675.71%91.85%83.00%
2017-03-24(๑•̀ㅂ•́)و✧82.34%83.54%82.94%
2015-10-21MCLAB_FCN77.81%88.14%82.65%
2016-11-08CTPN73.72%92.77%82.15%
2017-03-01STDN78.90%85.64%82.14%
2016-01-18Text-CNN72.89%92.79%81.65%
2017-04-01ConnLink74.16%90.14%81.37%
2017-04-06ConnLink_pre71.98%92.26%80.87%
2017-05-29ssd pretrain on synthtext and scut 79.51%81.85%80.66%
2017-05-29FCN based network for Text Detection74.94%87.16%80.59%
2014-11-12HUST_MCLAB74.28%87.68%80.43%
2016-11-13RRPN-371.89%90.22%80.02%
2016-07-13mser+rtree74.39%85.34%79.49%
2015-01-01BUCT_YST72.84%84.43%78.21%
2017-06-09MPT+Jar68.16%89.25%77.29%
2014-06-10IWRR201470.01%85.61%77.03%
2014-05-13SWT73.15%80.83%76.80%
2013-04-07USTB_TexStar66.45%88.47%75.89%
2017-04-26Cascade Filtering and Grouping69.06%82.96%75.38%
2016-07-13mser+rtree69.42%80.75%74.66%
2013-04-05TextSpotter64.84%87.51%74.49%
2013-08-29UMD_IntegratedDisrimination62.26%89.17%73.33%
2013-04-08CASIA_NLPR68.24%78.89%73.18%
2013-12-23BayesText63.51%84.30%72.44%
2013-04-08Text_detector_CASIA62.85%84.70%72.16%
2013-04-09I2R_NUS_FAR69.00%75.08%71.91%
2014-08-18DetectText66.05%75.82%70.60%
2015-03-23VGGMaxNet_1054.87%97.35%70.18%
2013-04-08I2R_NUS66.17%72.54%69.21%
2013-04-08TH-TextLoc65.19%69.96%67.49%
2017-04-02CNN_Text65.68%59.93%62.67%
2015-12-17TEST1752.46%77.05%62.42%
2013-04-06Text Detection53.42%74.15%62.10%
2017-04-17Single_FPN_ICDAR2013_bbox_0.1_2450074.21%53.07%61.88%
2017-03-08CNN66.81%56.69%61.34%
2017-03-24CNN64.91%57.86%61.18%
2017-03-08CNN64.24%57.31%60.57%
2017-02-25CNN60.15%55.04%57.48%
2017-02-24CNN58.90%55.01%56.89%
2017-02-24CNN57.92%54.60%56.21%
2017-02-23CNN52.16%57.23%54.58%
2015-08-18MSER with LocalSWT45.37%65.05%53.46%
2017-02-25CNN59.11%48.32%53.17%
2017-02-28CNN52.07%52.39%52.23%
2014-09-16MSERs51.78%52.48%52.13%
2017-02-23CNN50.47%49.81%50.14%
2015-08-18MSER44.62%53.31%48.58%
2017-02-21CNN44.79%51.75%48.02%
2013-04-25Baseline34.74%60.76%44.21%
2013-04-10Inkam35.27%31.20%33.11%
DateMethodRecallPrecisionHmean
2017-05-24SRC-B-MachineLearningLab-v390.17%94.23%92.16%
2017-03-16Ali-Amap-xlab-v291.54%92.16%91.85%
2017-02-28Tencent Youtu89.53%94.26%91.84%
2017-02-17NLPR-CASIA89.17%94.63%91.82%
2017-03-23RTN89.02%94.20%91.54%
2016-12-16RRPN-487.31%95.19%91.08%
2016-12-21MSRA_v188.58%93.67%91.06%
2016-12-04Ali-Amap-xlab90.30%91.26%90.78%
2017-01-22SRC-B-MachineLearningLab87.07%93.28%90.07%
2016-06-23Baidu IDL87.11%92.83%89.88%
2017-02-21STDN-283.89%95.15%89.17%
2017-02-07CAS_HotEye84.31%94.17%88.97%
2017-03-22MCLAB_TextBoxes_v285.57%91.87%88.61%
2017-02-27CTDN-3-PN82.72%95.18%88.51%
2017-01-19XvBaoBao85.37%91.46%88.31%
2017-05-02TsinghuaOCR86.32%89.81%88.03%
2017-02-25CTDN281.83%95.14%87.98%
2016-11-08CTPN82.98%92.98%87.69%
2016-07-18SCUT-HCII84.22%90.66%87.32%
2016-03-16TextConv+WordGraph81.64%93.40%87.13%
2017-04-06ConnLink_pre82.37%92.40%87.10%
2017-02-20UCAS_CMVT80.05%95.41%87.06%
2016-07-13mser+rtree88.02%85.96%86.97%
2017-04-04xmu40383.18%90.82%86.83%
2016-03-16TextConv+WordGraph81.02%93.38%86.76%
2017-04-01ConnLink83.45%90.27%86.73%
2016-01-27SenseTime84.22%88.84%86.47%
2017-05-29FCN based network for Text Detection84.55%87.61%86.05%
2016-06-23SRC-B-TextProcessingLab81.52%91.11%86.04%
2017-03-01STDN85.81%86.09%85.95%
2015-11-28CASIA_USTB-Cascaded82.59%89.50%85.91%
2016-08-31MCLAB_TextBoxes83.00%89.00%85.89%
2015-11-04MSER_Binary_CNN82.37%89.12%85.61%
2015-04-03StradVision80.15%90.93%85.20%
2016-04-10SCUT-HCII82.90%87.59%85.18%
2017-05-27BUPT_NIRC_multi79.85%90.29%84.75%
2017-03-24(๑•̀ㅂ•́)و✧85.11%84.27%84.69%
2017-05-27BUPT_NIRC_multi79.01%90.85%84.52%
2015-03-26VGGMaxNet_cmb77.32%92.18%84.10%
2015-03-23VGGMaxNet_01376.38%93.00%83.88%
2015-04-02VGGMaxNet_02579.76%88.42%83.87%
2015-10-21MCLAB_FCN79.65%88.40%83.80%
2016-01-18Text-CNN76.29%92.69%83.69%
2015-03-23VGGMaxNet_1.675.62%93.45%83.59%
2017-05-29ssd pretrain on synthtext and scut 79.43%86.17%82.67%
2016-07-13mser+rtree83.05%81.72%82.38%
2014-06-10IWRR201478.65%85.89%82.11%
2014-11-12HUST_MCLAB76.05%87.96%81.58%
2016-11-13RRPN-372.00%90.97%80.38%
2015-01-01BUCT_YST73.88%84.64%78.90%
2013-08-29UMD_IntegratedDisrimination69.97%89.45%78.52%
2017-04-26Cascade Filtering and Grouping73.66%83.21%78.14%
2013-04-07USTB_TexStar69.28%88.80%77.83%
2017-06-09MPT+Jar68.24%89.82%77.56%
2014-05-13SWT73.24%81.53%77.16%
2013-04-08Text_detector_CASIA67.27%84.97%75.09%
2013-12-23BayesText67.05%84.58%74.80%
2013-04-05TextSpotter64.97%87.49%74.56%
2013-04-08CASIA_NLPR68.82%79.26%73.67%
2013-04-09I2R_NUS_FAR70.92%75.71%73.24%
2014-08-18DetectText68.99%75.93%72.29%
2015-12-17TEST1767.49%77.78%72.27%
2013-04-08I2R_NUS69.84%73.29%71.52%
2015-03-23VGGMaxNet_1055.11%97.35%70.38%
2013-04-08TH-TextLoc69.95%70.47%70.21%
2013-04-06Text Detection66.05%74.50%70.02%
2017-04-17Single_FPN_ICDAR2013_bbox_0.1_2450073.30%62.11%67.24%
2017-04-02CNN_Text69.17%61.99%65.38%
2017-03-08CNN69.08%58.66%63.45%
2017-03-24CNN68.18%59.30%63.43%
2017-03-08CNN67.27%59.72%63.27%
2017-02-25CNN62.58%56.36%59.30%
2017-02-24CNN60.91%56.41%58.58%
2017-02-24CNN60.35%56.05%58.12%
2017-02-23CNN53.57%58.47%55.91%
2015-08-18MSER with LocalSWT48.11%65.93%55.63%
2014-09-16MSERs56.05%53.94%54.97%
2017-02-25CNN60.89%49.62%54.68%
2015-08-18MSER53.39%54.52%53.95%
2017-02-28CNN53.08%53.55%53.31%
2017-02-23CNN52.15%50.63%51.38%
2017-02-21CNN46.81%52.78%49.62%
2013-04-25Baseline35.07%60.95%44.52%
2013-04-10Inkam42.54%31.73%36.35%
DateMethodRecallPrecisionHmean
2016-01-27SenseTime91.87%95.45%93.62%
2017-02-17NLPR-CASIA86.76%92.23%89.41%
2017-05-24SRC-B-MachineLearningLab-v387.12%91.12%89.08%
2017-01-19XvBaoBao84.02%89.49%86.67%
2017-03-22MCLAB_TextBoxes_v283.29%89.94%86.49%
2017-04-04xmu40383.11%90.10%86.46%
2016-12-16RRPN-483.56%89.53%86.44%
2017-05-27BUPT_NIRC_multi80.55%90.93%85.42%
2016-08-31MCLAB_TextBoxes82.28%87.82%84.96%
2017-05-27BUPT_NIRC_multi79.09%91.74%84.94%
2015-03-26VGGMaxNet_cmb78.08%90.09%83.66%
2015-04-02VGGMaxNet_02579.82%87.58%83.52%
2015-03-23VGGMaxNet_01376.53%90.50%82.93%
2015-03-23VGGMaxNet_1.675.89%91.32%82.89%
2017-06-09MPT+Jar71.96%93.92%81.49%
2017-02-20UCAS_CMVT74.34%89.45%81.20%
2017-05-29ssd pretrain on synthtext and scut 80.64%81.53%81.08%
2017-05-02TsinghuaOCR77.63%84.33%80.84%
2016-04-10SCUT-HCII78.63%82.31%80.43%
2016-07-18SCUT-HCII75.71%84.51%79.87%
2016-11-13RRPN-370.50%88.23%78.38%
2015-01-01BUCT_YST72.15%83.60%77.45%
2016-03-16TextConv+WordGraph68.22%89.35%77.37%
2016-03-16TextConv+WordGraph67.67%89.49%77.07%
2015-10-21MCLAB_FCN70.59%83.93%76.69%
2016-06-23Baidu IDL70.23%82.07%75.69%
2014-11-12HUST_MCLAB68.49%83.33%75.19%
2014-05-13SWT72.69%76.69%74.64%
2015-04-03StradVision66.03%80.87%72.70%
2017-03-23RTN65.21%80.77%72.16%
2013-04-09I2R_NUS_FAR68.95%74.46%71.60%
2013-04-07USTB_TexStar61.46%84.76%71.25%
2017-03-16Ali-Amap-xlab-v266.03%76.35%70.81%
2016-06-23SRC-B-TextProcessingLab64.02%79.03%70.74%
2013-04-08CASIA_NLPR66.12%74.64%70.12%
2017-03-24(๑•̀ㅂ•́)و✧66.67%73.74%70.02%
2016-12-04Ali-Amap-xlab64.93%75.96%70.01%
2013-04-05TextSpotter61.19%81.61%69.94%
2015-03-23VGGMaxNet_1054.70%96.61%69.85%
2013-12-23BayesText60.00%82.54%69.49%
2015-11-04MSER_Binary_CNN63.29%76.49%69.27%
2016-01-18Text-CNN59.09%81.59%68.54%
2013-04-08I2R_NUS65.30%72.08%68.52%
2017-01-22SRC-B-MachineLearningLab60.46%79.00%68.49%
2014-08-18DetectText59.82%71.58%65.17%
2013-04-08Text_detector_CASIA54.70%80.19%65.04%
2017-04-26Cascade Filtering and Grouping56.71%75.27%64.69%
2013-08-29UMD_IntegratedDisrimination52.69%81.61%64.04%
2017-02-28Tencent Youtu53.79%76.30%63.10%
2017-02-21STDN-251.51%75.60%61.27%
2017-02-07CAS_HotEye51.51%75.10%61.11%
2017-02-27CTDN-3-PN50.87%76.09%60.97%
2017-02-25CTDN250.14%76.46%60.56%
2017-04-02CNN_Text61.19%56.40%58.69%
2017-03-24CNN62.01%54.85%58.21%
2017-03-08CNN62.92%53.37%57.75%
2017-02-24CNN60.46%54.62%57.39%
2017-02-25CNN60.18%54.19%57.03%
2017-03-08CNN60.37%53.61%56.79%
2017-02-24CNN59.54%53.49%56.35%
2017-04-17Single_FPN_ICDAR2013_bbox_0.1_2450074.98%45.04%56.27%
2017-02-23CNN54.43%57.58%55.96%
2017-02-28CNN55.25%54.75%55.00%
2013-04-08TH-TextLoc50.78%59.66%54.86%
2017-02-23CNN54.79%53.29%54.03%
2017-02-25CNN59.73%48.09%53.28%
2016-07-13mser+rtree42.92%65.01%51.71%
2016-07-13mser+rtree42.56%65.45%51.58%
2017-02-21CNN47.76%52.67%50.10%
2015-08-18MSER with LocalSWT38.90%60.43%47.33%
2016-12-21MSRA_v135.71%61.09%45.07%
2013-04-06Text Detection34.25%60.29%43.68%
2017-03-01STDN36.07%54.86%43.53%
2013-04-25Baseline34.52%57.62%43.18%
2017-05-29FCN based network for Text Detection32.60%60.51%42.37%
2014-06-10IWRR201432.24%56.12%40.95%
2015-11-28CASIA_USTB-Cascaded31.51%55.20%40.12%
2017-04-06ConnLink_pre30.05%58.02%39.59%
2017-04-01ConnLink30.32%56.18%39.38%
2016-11-08CTPN28.40%54.85%37.42%
2015-12-17TEST1726.39%58.27%36.33%
2013-04-10Inkam28.04%29.10%28.56%
2015-08-18MSER20.18%34.97%25.59%
2014-09-16MSERs19.63%34.57%25.04%