Sample RankingRecallPrecisionHmean
CNN based model100.00%100.00%100.00%
NLPR-CASIA100.00%100.00%100.00%
SRC-B-MachineLearningLab-v3100.00%100.00%100.00%
FTDN-SJTU-v2100.00%100.00%100.00%
HappyCCL100.00%100.00%100.00%
Alibaba-PAI100.00%100.00%100.00%
textDetection100.00%100.00%100.00%
SPCNet_TongJi & UESTC (single scale)100.00%100.00%100.00%
BUPT ICYBEE100.00%100.00%100.00%
Pixel-Anchor(single scale)100.00%100.00%100.00%
Alibaba-PAI V2100.00%100.00%100.00%
CRAFT100.00%100.00%100.00%
EAST-VGG16100.00%100.00%100.00%
ArtDet (single scale)100.00%100.00%100.00%
ArtDet100.00%100.00%100.00%
CM-CV&AR100.00%100.00%100.00%
Eleme-AI100.00%100.00%100.00%
JDAI100.00%100.00%100.00%
TH100.00%100.00%100.00%
MMLab-PolarMask++(Single Scale)100.00%100.00%100.00%
RRPN++ (single scale)100.00%100.00%100.00%
DCLNet100.00%100.00%100.00%
NVTextSpotter100.00%100.00%100.00%
CPN (multi-scale)100.00%100.00%100.00%
R-RetinaNet100.00%93.75%96.77%
Drew100.00%93.75%96.77%
Baidu VIS 93.33%100.00%96.55%
HIK_OCR_V193.33%100.00%96.55%
crpn93.33%100.00%96.55%
FOTS93.33%100.00%96.55%
Baidu VIS v293.33%100.00%96.55%
YY-tl_final93.33%100.00%96.55%
Shape-Aware Arbitrary Text Detector93.33%100.00%96.55%
SEG-PIXEL-PAN (single-scale)93.33%100.00%96.55%
SCUT_DMP_v293.33%93.33%93.33%
Tencent-DPPR93.33%93.33%93.33%
zju_cvte_seglink_51293.33%93.33%93.33%
Dahua-OCR V393.33%93.33%93.33%
blank_net_v193.33%93.33%93.33%
Sogou_MM93.33%93.33%93.33%
Pixel-Anchor(Multiscale)93.33%93.33%93.33%
Lanm93.33%93.33%93.33%
test93.33%93.33%93.33%
cvte_zju_v286.67%100.00%92.86%
PSENet_NJU_ImagineLab (single-scale)86.67%100.00%92.86%
TextFuseNet86.67%100.00%92.86%
DAL86.67%100.00%92.86%
DAL(multi-scale)86.67%100.00%92.86%
Megvii-EAST100.00%83.33%90.91%
knet1100.00%83.33%90.91%
q93.33%87.50%90.32%
hust_orientedText86.67%92.86%89.66%
SSTD86.67%92.86%89.66%
SRC-B-MachineLearningLab-v286.67%92.86%89.66%
TextBoxes++86.67%92.86%89.66%
SenseTime V386.67%92.86%89.66%
Alibaba-PAI86.67%92.86%89.66%
east improved86.67%92.86%89.66%
CTPN80.00%100.00%88.89%
PixelLink80.00%100.00%88.89%
Baidu IDL v386.67%86.67%86.67%
CCFLAB_FTSN86.67%86.67%86.67%
train twice86.67%86.67%86.67%
R2CNN++ (single scale)86.67%86.67%86.67%
MSRA_v180.00%92.31%85.71%
FTDN-SJTU80.00%92.31%85.71%
HoText_v080.00%92.31%85.71%
PyTorch re-implementation of EAST80.00%92.31%85.71%
SCUT_DMPNet_pro93.33%77.78%84.85%
HoText_v173.33%100.00%84.62%
HUST_OrientedText86.67%81.25%83.87%
RRPN-480.00%85.71%82.76%
dengdan_zju_cad80.00%85.71%82.76%
EAST reimplemention with resnet 5080.00%85.71%82.76%
Dahua-OCR v180.00%85.71%82.76%
Huaibeicun TextDetector80.00%85.71%82.76%
MultDet73.33%91.67%81.48%
Huawei_GDE_AI73.33%91.67%81.48%
knet080.00%80.00%80.00%
UCAS_CMVT380.00%80.00%80.00%
ITN_VGG80.00%80.00%80.00%
east-modified73.33%84.62%78.57%
CCFLAB_v166.67%90.91%76.92%
DDR_v466.67%90.91%76.92%
stela66.67%90.91%76.92%
SCUT_DMPNet73.33%78.57%75.86%
ICT73.33%78.57%75.86%
vm2473.33%78.57%75.86%
YY-tl73.33%78.57%75.86%
AFCTPN73.33%78.57%75.86%
RESULTS73.33%78.57%75.86%
CCFLAB60.00%100.00%75.00%
DDR_v366.67%83.33%74.07%
TsinghuaOCR73.33%73.33%73.33%
Baidu IDL v280.00%66.67%72.73%
BJUT_FNIC66.67%76.92%71.43%
my_east_with_atrous66.67%76.92%71.43%
YY_tl_v153.33%100.00%69.57%
RRPN-360.00%81.82%69.23%
SegRPN60.00%81.82%69.23%
DDR_v266.67%71.43%68.97%
SRC-B-MachineLearningLab60.00%75.00%66.67%
DDR_v166.67%62.50%64.52%
Baidu IDL60.00%69.23%64.29%
Megvii-Image++53.33%72.73%61.54%
another_segText53.33%72.73%61.54%
exp453.33%66.67%59.26%
AJOU46.67%77.78%58.33%
fast_ret_sh_0246.67%70.00%56.00%
std++(single-scale)46.67%63.64%53.85%
exp146.67%63.64%53.85%
exp346.67%63.64%53.85%
resNet-32r-3dp46.67%53.85%50.00%
CMVT_resNet40.00%60.00%48.00%
HUST_MCLAB_VER1.033.33%83.33%47.62%
HUST_MCLAB_VER2.033.33%83.33%47.62%
HUST_MCLAB_VER.033.33%83.33%47.62%
erTree_mxFlow_sigleDir46.67%46.67%46.67%
MCLAB_FCN33.33%71.43%45.45%
psenet46.67%41.18%43.75%
Stradvision-226.67%100.00%42.11%
CNN Proposal Based MSER33.33%45.45%38.46%
rrpn ssprpns33.33%45.45%38.46%
rrpn example33.33%41.67%37.04%
NJU Text (Version2)26.67%57.14%36.36%
11126.67%50.00%34.78%
12326.67%50.00%34.78%
2015_test_result_2000_2200_0.826.67%44.44%33.33%
CASIA_USTB-Cascaded20.00%75.00%31.58%
NJU_Text_Version226.67%36.36%30.77%
HUST MCLAB (VER3.0)20.00%60.00%30.00%
zoomtext13.33%100.00%23.53%
TextCatcher-2 (LRDE)20.00%27.27%23.08%
TextFCN V213.33%66.67%22.22%
Deep2Text-MO13.33%50.00%21.05%
textbox13.33%50.00%21.05%
StradVision-113.33%40.00%20.00%
TD-IMU13.33%40.00%20.00%
NJU_Text_Version113.33%33.33%19.05%
12345613.33%22.22%16.67%
NJU_Text_Version46.67%25.00%10.53%
Full YOLO6.67%25.00%10.53%
Tiny YOLO6.67%9.09%7.69%
NJU_Text_Version56.67%7.14%6.90%
imagine0.00%0.00%0.00%
EPTN-SJTU
CV_OCR_NOOB(single-scale)