Sample RankingRecallPrecisionHmean
FOTS100.00%100.00%100.00%
CRAFT100.00%100.00%100.00%
PyTorch re-implementation of EAST100.00%100.00%100.00%
NVTextSpotter100.00%100.00%100.00%
FTDN-SJTU90.91%100.00%95.24%
HIK_OCR_V190.91%100.00%95.24%
HappyCCL90.91%100.00%95.24%
train twice90.91%100.00%95.24%
Baidu VIS v290.91%100.00%95.24%
Eleme-AI90.91%100.00%95.24%
TH90.91%100.00%95.24%
DCLNet90.91%100.00%95.24%
TextFuseNet100.00%84.62%91.67%
Baidu IDL v390.91%90.91%90.91%
HoText_v090.91%90.91%90.91%
Alibaba-PAI V290.91%90.91%90.91%
Drew90.91%90.91%90.91%
SRC-B-MachineLearningLab-v381.82%100.00%90.00%
Tencent-DPPR81.82%100.00%90.00%
SenseTime V381.82%100.00%90.00%
BUPT ICYBEE81.82%100.00%90.00%
JDAI81.82%100.00%90.00%
Lanm90.91%83.33%86.96%
NLPR-CASIA81.82%90.00%85.71%
SCUT_DMPNet_pro81.82%90.00%85.71%
knet081.82%90.00%85.71%
zju_cvte_seglink_51281.82%90.00%85.71%
Baidu VIS 81.82%90.00%85.71%
BJUT_FNIC81.82%90.00%85.71%
Alibaba-PAI81.82%90.00%85.71%
Alibaba-PAI81.82%90.00%85.71%
SPCNet_TongJi & UESTC (single scale)81.82%90.00%85.71%
ArtDet81.82%90.00%85.71%
east improved81.82%90.00%85.71%
DAL(multi-scale)81.82%90.00%85.71%
MSRA_v172.73%100.00%84.21%
CNN based model72.73%100.00%84.21%
PSENet_NJU_ImagineLab (single-scale)72.73%100.00%84.21%
MultDet81.82%81.82%81.82%
Baidu IDL v272.73%88.89%80.00%
Dahua-OCR v172.73%88.89%80.00%
Dahua-OCR V372.73%88.89%80.00%
FTDN-SJTU-v272.73%88.89%80.00%
blank_net_v172.73%88.89%80.00%
Pixel-Anchor(single scale)72.73%88.89%80.00%
Shape-Aware Arbitrary Text Detector72.73%88.89%80.00%
SEG-PIXEL-PAN (single-scale)72.73%88.89%80.00%
CPN (multi-scale)72.73%88.89%80.00%
hust_orientedText81.82%75.00%78.26%
CCFLAB_FTSN72.73%80.00%76.19%
crpn72.73%80.00%76.19%
Pixel-Anchor(Multiscale)72.73%80.00%76.19%
RESULTS72.73%80.00%76.19%
RRPN++ (single scale)72.73%80.00%76.19%
Baidu IDL63.64%87.50%73.68%
YY-tl_final63.64%87.50%73.68%
stela63.64%87.50%73.68%
CM-CV&AR63.64%87.50%73.68%
MMLab-PolarMask++(Single Scale)63.64%87.50%73.68%
Huawei_GDE_AI63.64%87.50%73.68%
another_segText63.64%87.50%73.68%
test63.64%87.50%73.68%
textDetection72.73%72.73%72.73%
ArtDet (single scale)72.73%72.73%72.73%
knet163.64%77.78%70.00%
Sogou_MM63.64%77.78%70.00%
CTPN54.55%85.71%66.67%
RRPN-463.64%70.00%66.67%
EAST reimplemention with resnet 5063.64%70.00%66.67%
Huaibeicun TextDetector63.64%70.00%66.67%
east-modified63.64%70.00%66.67%
q63.64%63.64%63.64%
vm2463.64%63.64%63.64%
SegRPN54.55%75.00%63.16%
cvte_zju_v254.55%75.00%63.16%
HUST_OrientedText63.64%58.33%60.87%
SCUT_DMP_v254.55%66.67%60.00%
R-RetinaNet54.55%66.67%60.00%
Megvii-EAST45.45%83.33%58.82%
TextBoxes++45.45%71.43%55.56%
PixelLink45.45%71.43%55.56%
EAST-VGG1645.45%71.43%55.56%
SSTD36.36%100.00%53.33%
ICT45.45%62.50%52.63%
AFCTPN45.45%62.50%52.63%
SRC-B-MachineLearningLab36.36%80.00%50.00%
ITN_VGG45.45%55.56%50.00%
SRC-B-MachineLearningLab-v245.45%50.00%47.62%
RRPN-336.36%66.67%47.06%
CCFLAB_v136.36%66.67%47.06%
dengdan_zju_cad36.36%66.67%47.06%
DDR_v154.55%37.50%44.44%
DDR_v336.36%57.14%44.44%
YY_tl_v127.27%100.00%42.86%
DDR_v236.36%44.44%40.00%
DDR_v427.27%75.00%40.00%
HoText_v127.27%75.00%40.00%
my_east_with_atrous36.36%44.44%40.00%
YY-tl45.45%35.71%40.00%
AJOU18.18%66.67%28.57%
Megvii-Image++18.18%66.67%28.57%
TsinghuaOCR18.18%66.67%28.57%
rrpn example18.18%66.67%28.57%
rrpn ssprpns18.18%66.67%28.57%
DAL18.18%66.67%28.57%
TextCatcher-2 (LRDE)27.27%25.00%26.09%
UCAS_CMVT318.18%33.33%23.53%
CNN Proposal Based MSER18.18%25.00%21.05%
R2CNN++ (single scale)18.18%25.00%21.05%
NJU_Text_Version19.09%100.00%16.67%
NJU_Text_Version29.09%100.00%16.67%
NJU Text (Version2)9.09%100.00%16.67%
NJU_Text_Version49.09%100.00%16.67%
NJU_Text_Version59.09%100.00%16.67%
Deep2Text-MO9.09%100.00%16.67%
StradVision-19.09%100.00%16.67%
Stradvision-29.09%100.00%16.67%
TD-IMU9.09%100.00%16.67%
CASIA_USTB-Cascaded9.09%100.00%16.67%
SCUT_DMPNet9.09%100.00%16.67%
CCFLAB9.09%50.00%15.38%
TextFCN V29.09%50.00%15.38%
zoomtext9.09%50.00%15.38%
HUST_MCLAB_VER1.09.09%33.33%14.29%
HUST_MCLAB_VER2.09.09%33.33%14.29%
HUST_MCLAB_VER.09.09%33.33%14.29%
1119.09%33.33%14.29%
1239.09%33.33%14.29%
fast_ret_sh_029.09%33.33%14.29%
HUST MCLAB (VER3.0)9.09%25.00%13.33%
MCLAB_FCN9.09%25.00%13.33%
std++(single-scale)9.09%25.00%13.33%
exp19.09%25.00%13.33%
exp39.09%25.00%13.33%
textbox9.09%20.00%12.50%
CMVT_resNet9.09%20.00%12.50%
Tiny YOLO9.09%20.00%12.50%
2015_test_result_2000_2200_0.89.09%20.00%12.50%
psenet9.09%20.00%12.50%
erTree_mxFlow_sigleDir9.09%16.67%11.76%
1234569.09%16.67%11.76%
resNet-32r-3dp9.09%11.11%10.00%
imagine0.00%0.00%0.00%
Full YOLO0.00%0.00%0.00%
exp40.00%0.00%0.00%
EPTN-SJTU
CV_OCR_NOOB(single-scale)