Sample RankingAverage PrecisionRecallPrecisionHmean
GNNets (single scale)67.65%67.65%100.00%80.70%
adapt52.72%55.88%90.48%69.09%
ALGCD_CP48.68%70.59%77.42%73.85%
ATL Cangjie OCR47.33%50.00%85.00%62.96%
NCU_MSP_light44.85%52.94%90.00%66.67%
PSENet_NJU_ImagineLab (single-scale)43.22%58.82%83.33%68.97%
DCLNet43.10%50.00%68.00%57.63%
EAST++41.98%44.12%83.33%57.69%
dbnet_resnet1841.18%47.06%66.67%55.17%
USTC-NELSLIP40.92%44.12%65.22%52.63%
Sogou_MM39.57%41.18%77.78%53.85%
TextBPN++(ResNet-50 with DCN)38.24%38.24%100.00%55.32%
Amap-CVLab35.98%41.18%63.64%50.00%
NJU-ImagineLab35.07%35.29%75.00%48.00%
BDN34.76%47.06%69.57%56.14%
Baidu-VIS34.71%35.29%80.00%48.98%
TextBPN++(ResNet-50)34.36%35.29%80.00%48.98%
TH33.92%35.29%70.59%47.06%
TextPMs33.07%38.24%81.25%52.00%
OSKDet33.05%35.29%80.00%48.98%
gccnet-ensemble32.93%35.29%75.00%48.00%
SARI_FDU_RRPN_v032.35%32.35%100.00%48.89%
Sogou_OCR32.35%32.35%91.67%47.83%
baseline_maskrcnn31.22%32.35%84.62%46.81%
PKU_VDIG29.96%32.35%73.33%44.90%
NCU_MSP29.94%32.35%91.67%47.83%
NCU_MSP29.94%32.35%91.67%47.83%
Pixel-Anchor29.72%32.35%78.57%45.83%
a29.45%32.35%68.75%44.00%
JDAI29.14%29.41%71.43%41.67%
ccnet single scale28.97%38.24%59.09%46.43%
FOTS_v228.77%47.06%64.00%54.24%
PMTD28.14%32.35%55.00%40.74%
mlt_ch_0327.45%32.35%73.33%44.90%
stela27.02%29.41%58.82%39.22%
Thesis-SE26.59%29.41%76.92%42.55%
SARI_FDU_RRPN_v126.18%26.47%64.29%37.50%
corner26.18%26.47%81.82%40.00%
juxinli25.29%26.47%60.00%36.73%
PMTD24.77%29.41%58.82%39.22%
cascade23.53%23.53%100.00%38.10%
4Paradigm-Data-Intelligence23.50%38.24%68.42%49.06%
DeepSolo++ (ResNet-50)22.76%26.47%50.00%34.62%
mask RCNN Augment+22.73%23.53%66.67%34.78%
AntAI-Cognition21.56%29.41%58.82%39.22%
SCUT_DLVClab120.76%23.53%66.67%34.78%
Sensetime OCR19.92%38.24%46.43%41.94%
fpa19.56%23.53%53.33%32.65%
b18.83%32.35%73.33%44.90%
gts18.21%20.59%53.85%29.79%
TH-DL17.65%17.65%85.71%29.27%
YY AI OCR Group17.65%17.65%100.00%30.00%
FPDIoU17.65%17.65%85.71%29.27%
Drew16.41%20.59%43.75%28.00%
4Paradigm-Data-Intelligence16.20%29.41%55.56%38.46%
NCU_FPN9.49%23.53%53.33%32.65%
TextSnake2.52%8.82%27.27%13.33%
linkage-ER-Flow1.82%5.88%25.00%9.52%
CRAFT
Shape-Aware Based Scene Text Detector (single scale)
SPCNet_TongJi & UESTC (single scale)
SPCNet_TongJi & UESTC (multi scale)
EPTN-SJTU
AutoCV