Sample RankingAverage PrecisionRecallPrecisionHmean
PMTD81.96%82.65%88.04%85.26%
PMTD81.08%81.63%86.02%83.77%
NJU-ImagineLab78.40%78.57%98.72%87.50%
AntAI-Cognition78.07%78.57%91.67%84.62%
OSKDet76.69%77.55%92.68%84.44%
USTC-NELSLIP75.04%76.53%80.65%78.53%
juxinli74.63%75.51%83.15%79.14%
Baidu-VIS74.19%83.67%79.61%81.59%
gccnet-ensemble73.50%80.61%79.80%80.20%
fpa71.95%73.47%79.12%76.19%
JDAI71.93%76.53%94.94%84.75%
4Paradigm-Data-Intelligence71.57%83.67%89.13%86.32%
EAST++69.00%77.55%82.61%80.00%
ccnet single scale68.96%69.39%97.14%80.95%
stela67.13%68.37%81.71%74.44%
Sogou_OCR67.10%71.43%81.40%76.09%
TH65.49%69.39%98.55%81.44%
gts63.25%67.35%74.16%70.59%
Drew63.17%67.35%77.65%72.13%
DCLNet63.03%73.47%83.72%78.26%
4Paradigm-Data-Intelligence62.98%83.67%77.36%80.39%
ALGCD_CP61.65%76.53%78.95%77.72%
TextBPN++(ResNet-50 with DCN)61.56%70.41%92.00%79.77%
ATL Cangjie OCR61.13%65.31%81.01%72.32%
a61.06%80.61%77.45%79.00%
PKU_VDIG60.15%62.24%79.22%69.71%
GNNets (single scale)60.15%62.24%92.42%74.39%
TextBPN++(ResNet-50)59.50%65.31%94.12%77.11%
NCU_MSP58.81%74.49%75.26%74.87%
NCU_MSP58.60%74.49%76.84%75.65%
Sensetime OCR57.35%66.33%52.85%58.82%
corner55.67%60.20%80.82%69.01%
Pixel-Anchor55.01%56.12%93.22%70.06%
Amap-CVLab54.66%56.12%91.67%69.62%
Thesis-SE54.46%57.14%83.58%67.88%
adapt54.43%75.51%69.81%72.55%
b54.42%73.47%71.29%72.36%
baseline_maskrcnn54.16%62.24%80.26%70.11%
NCU_FPN53.93%79.59%68.42%73.58%
FOTS_v252.01%53.06%92.86%67.53%
PSENet_NJU_ImagineLab (single-scale)52.00%64.29%84.00%72.83%
BDN51.42%72.45%73.96%73.20%
Sogou_MM50.44%55.10%77.14%64.29%
cascade50.11%52.04%87.93%65.38%
NCU_MSP_light47.67%69.39%63.55%66.34%
TextPMs46.46%59.18%70.73%64.44%
DeepSolo++ (ResNet-50)46.26%48.98%90.57%63.58%
mlt_ch_0339.10%59.18%65.17%62.03%
SARI_FDU_RRPN_v129.37%32.65%71.11%44.76%
linkage-ER-Flow28.80%43.88%62.32%51.50%
dbnet_resnet1827.75%41.84%60.29%49.40%
SARI_FDU_RRPN_v023.66%30.61%57.69%40.00%
YY AI OCR Group21.94%23.47%76.67%35.94%
mask RCNN Augment+21.24%22.45%84.62%35.48%
FPDIoU17.77%18.37%85.71%30.25%
SCUT_DLVClab117.41%21.43%53.85%30.66%
TH-DL2.09%5.10%27.78%8.62%
TextSnake0.99%3.06%15.00%5.08%
CRAFT
Shape-Aware Based Scene Text Detector (single scale)
SPCNet_TongJi & UESTC (single scale)
SPCNet_TongJi & UESTC (multi scale)
EPTN-SJTU
AutoCV