Oriented Text Detection on ICDAR 2015 (test)
94.1Precisionours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| oursMulti-scale=false2018.02 | 94.1 | 70.7 | 80.7 | 3.6 | |
| Lyu et al.External data=true2019.03 | 94.1 | 70.7 | 80.7 | 3.6 | |
| Lyu et al.External Data=true, FPS=3.62020.04 | 94.1 | 70.7 | 80.7 | — | |
| Lyu et al.Venue=CVPR'18, External Data=true2019.08 | 94.1 | 70.7 | 80.7 | 3.6 | |
| Lyu et al.venue=CVPR'18, representation=pixel, backbone=VGG16, external data=true, FPS=3.62021.05 | 94.1 | 70.7 | 80.7 | — | |
| CornerBackbone=VGG16, External Data=true, FPS=3.62021.11 | 94.1 | 70.7 | 80.7 | — | |
| DBBackbone=deformable-ResNet-50, FPS=122021.04 | 91.8 | 83.2 | 87.3 | — | |
| DB-R50Backbone=ResNet50, External Data=true, FPS=122021.11 | 91.8 | 83.2 | 87.3 | — | |
| LOMOExternal Data=true, FPS=3.42020.04 | 91.3 | 83.5 | 87.2 | — | |
| LOMOFPS=3.42021.04 | 91.3 | 83.5 | 87.2 | — | |
| LOMOBackbone=ResNet50, External Data=false, FPS=3.42021.11 | 91.3 | 83.5 | 87.2 | — | |
| DB++-R50Backbone=ResNet50, External Data=true, FPS=102021.11 | 90.9 | 83.9 | 87.3 | — | |
| Wang et al.External Data=false2020.04 | 90.4 | 83.3 | 86.8 | — | |
| ATRRFPS=102021.04 | 90.4 | 83.3 | 86.8 | — | |
| GNNetsFPS=2.12021.04 | 90.4 | 86.7 | 88.5 | — | |
| DB++-R18Backbone=ResNet18, External Data=true, FPS=442021.11 | 90.1 | 77.2 | 83.1 | — | |
| CRAFTExternal Data=true2020.04 | 89.8 | 84.3 | 86.9 | — | |
| CRAFTFPS=8.62021.04 | 89.8 | 84.3 | 86.9 | — | |
| CRAFTBackbone=VGG16, External Data=true2021.11 | 89.8 | 84.3 | 86.9 | — | |
| FAST-BBackbone=TextNet-B, External Data=true, Shorter side=1280, FPS=15.72021.11 | 89.7 | 84.6 | 87.1 | — | |
| oursMulti-scale=true2018.02 | 89.5 | 79.7 | 84.3 | 1 | |
| Lyu et al., 2018Scale=Single scale, Recognition Supervision=Without2019.06 | 89.5 | 79.7 | 84.3 | — | |
| SBDScale=Single scale, Recognition Supervision=Without2019.06 | 89.4 | 83.8 | 86.5 | — | |
| Liu et al.External Data=true2020.04 | 89.4 | 83.8 | 86.5 | — | |
| Wang et al.External Data=false, SE blocks=true2020.04 | 89.2 | 86 | 87.6 | — | |
| FAST-BBackbone=TextNet-B, External Data=true, Shorter side=896, FPS=31.82021.11 | 89.2 | 83.6 | 86.3 | — | |
| MOSTFPS=102021.04 | 89.1 | 87.3 | 88.2 | — | |
| FOTSExternal Data=true, FPS=7.82020.04 | 88.8 | 82 | 85.3 | — | |
| SPCNetVenue=AAAI'19, External Data=true2019.08 | 88.7 | 85.8 | 87.2 | — | |
| SPCNetBackbone=ResNet50, External Data=true, FPS=4.62021.11 | 88.7 | 85.8 | 87.2 | — | |
| DRRGFPS=3.52021.04 | 88.5 | 84.7 | 86.6 | — | |
| Tian et al.External Data=true, FPS=32020.04 | 88.3 | 85 | 86.6 | — | |
| LSEFPS=32021.04 | 88.3 | 85 | 86.6 | — | |
| FAST-BBackbone=TextNet-B, External Data=true, Shorter side=736, FPS=42.72021.11 | 88 | 81.7 | 84.7 | — | |
| ContourNetExternal Data=false, FPS=3.52020.04 | 87.6 | 86.1 | 86.9 | — | |
| ContourNetFPS=3.52021.04 | 87.6 | 86.1 | 86.9 | — | |
| PolarMask++representation=polar, backbone=ResNet-50, external data=true, FPS=102021.05 | 87.3 | 83.5 | 85.4 | — | |
| PolarMask++Backbone=ResNet50, External Data=false, FPS=102021.11 | 87.3 | 83.5 | 85.4 | — | |
| PSENetExternal data=true, Output map scale=1/1, Backbone=ResNet-502019.03 | 86.9 | 84.5 | 85.7 | 1.6 | |
| PSENetExternal Data=true, FPS=1.62020.04 | 86.9 | 84.5 | 85.7 | — | |
| PSENet-1sVenue=CVPR'19, External Data=true2019.08 | 86.9 | 84.5 | 85.7 | 1.6 | |
| PSENet-1sPre-training=external MLT17 data, FPS=1.62021.04 | 86.9 | 84.5 | 85.7 | — | |
| PSENetBackbone=ResNet50, External Data=true, FPS=1.62021.11 | 86.9 | 84.5 | 85.7 | — | |
| MOST (baseline)FPS=15.42021.04 | 86.8 | 84.8 | 85.8 | — | |
| DB-R18Backbone=ResNet18, External Data=false, FPS=482021.11 | 86.8 | 78.4 | 82.3 | — | |
| MSRExternal Data=true, FPS=4.32020.04 | 86.6 | 78.4 | 82.3 | — | |
| MSRvenue=IJCAI'19, representation=pixel, backbone=ResNet-50, external data=true, FPS=4.32021.05 | 86.6 | 78.4 | 82.3 | — | |
| FAST-SBackbone=TextNet-S, External Data=true, Shorter side=736, FPS=53.92021.11 | 86.3 | 79.8 | 82.9 | — | |
| PolarMask++representation=polar, backbone=ResNet-50, external data=false, FPS=102021.05 | 86.2 | 80 | 83.4 | — | |
| PSENetExternal data=true, Output map scale=1/4, Backbone=ResNet-502019.03 | 86.1 | 83.8 | 84.9 | 3.8 | |
| PSENetvenue=CVPR'19, representation=pixel, backbone=ResNet-50, external data=true, FPS=3.82021.05 | 86.1 | 83.7 | 84.9 | — | |
| FAST-TBackbone=TextNet-T, External Data=true, Shorter side=736, FPS=60.92021.11 | 86 | 77.9 | 81.7 | — | |
| PAN++Backbone=ResNet18, External Data=false, FPS=28.22021.11 | 85.9 | 80.4 | 83.1 | — | |
| R2CNNExternal data=false2019.03 | 85.6 | 79.7 | 82.5 | — | |
| RRDExternal data=true2019.03 | 85.6 | 79 | 82.2 | 6.5 | |
| Liao et al., 2018bScale=Single scale, Recognition Supervision=Without2019.06 | 85.6 | 79 | 82.2 | — | |
| Liao et al.External Data=true, FPS=6.52020.04 | 85.6 | 79 | 82.2 | — | |
| RRDVenue=CVPR'18, External Data=true2019.08 | 85.6 | 79 | 82.2 | 6.5 | |
| RRDvenue=CVPR'18, representation=cartesian, backbone=VGG16, external data=true, FPS=6.52021.05 | 85.6 | 79 | 82.2 | — | |
| Deng et al., 2018Scale=Single scale, Recognition Supervision=Without2019.06 | 85.5 | 82 | 83.7 | — | |
| FCENetBackbone=ResNet50, External Data=false2021.11 | 85.1 | 84.2 | 84.6 | — | |
| TextSnakeExternal data=true2019.03 | 84.9 | 80.4 | 82.6 | 1.1 | |
| TextSnakeVenue=ECCV'18, External Data=true2019.08 | 84.9 | 80.4 | 82.6 | 1.1 | |
| TextSnakeFPS=1.12021.04 | 84.9 | 80.4 | 82.6 | — | |
| TextSnakevenue=ECCV'18, representation=pixel, backbone=VGG16, external data=true, FPS=1.12021.05 | 84.9 | 80.4 | 82.6 | — | |
| TextSnakeBackbone=VGG16, External Data=false, FPS=1.12021.11 | 84.9 | 80.4 | 82.6 | — | |
| TextDragonExternal Data=true2020.04 | 84.8 | 81.8 | 83.1 | — | |
| TextDragonvenue=ICCV'19, representation=cartesian, backbone=VGG16, external data=true2021.05 | 84.8 | 81.8 | 83.1 | — | |
| TextFieldExternal Data=true, Multi-scale testing=true, FPS=1.82020.04 | 84.3 | 83.9 | 84.1 | — | |
| TextFieldFPS=62021.04 | 84.3 | 80.1 | 82.4 | — | |
| TextFieldvenue=TIP'19, representation=pixel, backbone=VGG16, external data=true, FPS=5.22021.05 | 84.3 | 80.5 | 82.4 | — | |
| PANExternal Data=true2019.08 | 84 | 81.9 | 82.9 | 26.1 | |
| PANFPS=26.12021.04 | 84 | 81.9 | 82.9 | — | |
| PANvenue=ICCV'19, representation=pixel, backbone=ResNet-18, external data=true, FPS=26.12021.05 | 84 | 81.9 | 82.9 | — | |
| PANBackbone=ResNet18, External Data=true, FPS=26.12021.11 | 84 | 81.9 | 82.9 | — | |
| EASTExternal data=false2019.03 | 83.6 | 73.5 | 78.2 | 13.2 | |
| Zhou et al., 2017Scale=Single scale, Recognition Supervision=Without2019.06 | 83.6 | 73.5 | 78.2 | — | |
| EASTExternal Data=false, FPS=13.22020.04 | 83.6 | 73.5 | 78.2 | — | |
| EASTVenue=CVPR'17, External Data=false2019.08 | 83.6 | 73.5 | 78.2 | 13.2 | |
| EASTBackbone=PVANet, External Data=false, FPS=13.22021.11 | 83.6 | 73.5 | 78.2 | — | |
| EASTvenue=CVPR'17, representation=cartesian, backbone=VGG16, external data=false, FPS=13.22021.05 | 83.5 | 73.4 | 78.2 | — | |
| EASTMulti-scale=true, Base net=not VGG162018.02 | 83.3 | 78.3 | 80.7 | — | |
| PixelLinkExternal data=false2019.03 | 82.9 | 81.7 | 82.3 | 7.3 | |
| PixelLinkExternal Data=false, FPS=7.32020.04 | 82.9 | 81.7 | 82.3 | — | |
| PANExternal Data=false, FPS=26.12020.04 | 82.9 | 77.8 | 80.3 | — | |
| PixelLinkVenue=AAAI'18, External Data=false2019.08 | 82.9 | 81.7 | 82.3 | 7.3 | |
| PANExternal Data=false2019.08 | 82.9 | 77.8 | 80.3 | 26.1 | |
| PixelLinkvenue=AAAI'18, representation=pixel, backbone=VGG16, external data=false, FPS=7.32021.05 | 82.9 | 81.7 | 82.3 | — | |
| PANvenue=ICCV'19, representation=pixel, backbone=ResNet-18, external data=false, FPS=26.12021.05 | 82.9 | 77.8 | 80.3 | — | |
| PixelLinkBackbone=VGG16, External Data=false, FPS=7.32021.11 | 82.9 | 81.7 | 82.3 | — | |
| He et al.Multi-scale=true, Base net=not VGG162018.02 | 82 | 80 | 81 | 1.1 | |
| RRPNExternal data=false2019.03 | 82 | 73 | 77 | — | |
| DeepRegExternal data=false2019.03 | 82 | 80 | 81 | — | |
| He et al., 2017bScale=Single scale, Recognition Supervision=Without2019.06 | 82 | 80 | 81 | — | |
| RRPNVenue=TMM'18, External Data=false2019.08 | 82 | 73 | 77 | — | |
| DeepRegVenue=ICCV'17, External Data=false2019.08 | 82 | 80 | 81 | — | |
| RRPNvenue=TMM'18, representation=cartesian, backbone=VGG16, external data=false2021.05 | 82 | 73 | 77 | — | |
| DeepRegvenue=ICCV'17, representation=cartesian, backbone=VGG16, external data=false2021.05 | 82 | 80 | 81 | — | |
| PSENetExternal data=false, Output map scale=1/1, Backbone=ResNet-502019.03 | 81.5 | 79.7 | 80.6 | 1.6 | |
| PSENetExternal Data=false, FPS=1.62020.04 | 81.5 | 79.7 | 80.6 | — |