method: FOTS2018-01-22

Authors: Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, Junjie Yan

Description: A unified end-to-end trainable Fast Oriented Text Spotting (FOTS) network for simultaneous detection and recognition, sharing computation and visual information among the two complementary tasks.

method: FOTS_v22018-01-22

Authors: Xuebo Liu, Ding Liang, Junjie Yan

Description: FOTS_v2 improves the performance on long text, such as Chinese.

Ranking Table

Description Paper Source Code
DateMethodAverage PrecisionPrecisionRecallHmean
2018-11-20Pixel-Anchor42.19%39.01%81.16%52.70%
2018-01-22FOTS66.08%35.14%79.56%48.75%
2018-01-22FOTS_v265.40%33.05%81.66%47.05%
2018-10-29Amap-CVLab66.26%32.63%80.22%46.39%
2018-12-04Mask R-CNN -multi scale65.21%32.23%81.52%46.20%
2018-05-18PSENet_NJU_ImagineLab (single-scale)25.15%32.86%76.53%45.98%
2017-11-09EAST++27.79%30.80%78.34%44.21%
2018-11-15USTC-NELSLIP69.13%29.18%84.97%43.44%
2017-06-28SCUT_DLVClab147.05%31.35%68.79%43.07%
2018-12-04 SPCNet_TongJi & UESTC (multi scale)22.37%28.26%79.62%41.71%
2018-08-23Sogou_MM67.28%27.07%84.50%41.00%
2018-12-22PKU_VDIG66.55%26.79%83.53%40.56%
2018-03-12ATL Cangjie OCR64.38%26.58%81.19%40.05%
2019-01-08ALGCD_CP24.09%26.57%80.24%39.92%
2019-01-08M_EAST219.74%26.72%74.13%39.28%
2018-12-05EPTN-SJTU21.78%25.66%77.32%38.53%
2017-06-29SARI_FDU_RRPN_v151.15%22.99%71.06%34.74%
2018-12-13AutoCV42.92%20.79%81.76%33.15%
2018-12-03SPCNet_TongJi & UESTC (single scale)15.98%19.72%80.12%31.65%
2017-06-28SARI_FDU_RRPN_v035.58%18.86%68.59%29.58%
2017-06-30TH-DL30.05%20.54%49.94%29.11%
2019-01-03YY AI OCR Group11.36%16.44%56.96%25.51%
2017-06-30Sensetime OCR47.00%9.03%80.09%16.23%
2017-06-30linkage-ER-Flow0.99%2.95%13.05%4.81%

Ranking Graphic

Ranking Graphic