Scene Text Detection on ICDAR 2015 (test)
91.6F1 ScoreLi et al.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Li et al.Multi-scale inference=false2022.03 | 91.6 | — | — | — | |
| CharNetMulti-scale inference=true2022.03 | 91.55 | 90.47 | 92.65 | — | |
| FOTSMulti-scale inference=true2022.03 | 89.84 | 87.92 | 91.85 | — | |
| DEERMulti-scale inference=false2022.03 | 89.82 | 86.23 | 93.72 | — | |
| Qin et al.Multi-scale inference=false2022.03 | 89.78 | 87.96 | 91.67 | — | |
| PMTDmulti-scale testing=false2019.03 | 89.33 | 87.43 | 91.3 | — | |
| Feature Sampling and Groupingrepresentation=RBox2022.03 | 89.1 | 87.3 | 90.9 | — | |
| Feature Sampling and Groupingrepresentation=Bezier2022.03 | 88.8 | 86.7 | 91.1 | — | |
| BoundaryMulti-scale inference=false2022.03 | 88.6 | 87.5 | 89.8 | — | |
| GNNetstesting mode=one-forward2019.09 | 88.52 | 86.71 | 90.41 | 2.1 | |
| PGNetMulti-scale inference=false2022.03 | 88.2 | 84.8 | 91.8 | — | |
| MOST2022.03 | 88.2 | 87.3 | 89.1 | — | |
| Baselinemulti-scale testing=false2019.03 | 88.14 | 90.55 | 85.84 | — | |
| ABCNet v2Multi-scale inference=true2022.03 | 88.1 | 86 | 90.4 | — | |
| FOTSmulti-scale testing=false2019.03 | 87.99 | 85.17 | 91 | — | |
| FOTS2019.09 | 87.99 | 85.17 | 91 | 7.5 | |
| TextDragonMulti-scale inference=false2022.03 | 87.88 | 83.75 | 92.45 | — | |
| Pixel-Anchor2019.09 | 87.68 | 87.5 | 88.32 | 10 | |
| Wang et al.Architecture=two-stage, Multi-scale test=false2021.04 | 87.6 | 86 | 89.2 | — | |
| PAN++Venue=TPAMI'21, Backbone=ResNet50, Uses external data=true, Uses stronger pre-trained weight=true2020.03 | 87.5 | 83.9 | 91.4 | — | |
| TextNetMulti-scale inference=true2022.03 | 87.37 | 85.41 | 89.42 | — | |
| PSENet (reimplemented)2019.09 | 87.3 | 86.58 | 88.02 | 2.4 | |
| DB2020.12 | 87.3 | 83.2 | 91.8 | — | |
| DBNetBackbone=ResNet-50, Input height=11522022.02 | 87.3 | 83.2 | 91.8 | 12 | |
| DBNet++Backbone=ResNet-50, Input height=11522022.02 | 87.3 | 83.9 | 90.9 | 10 | |
| DBNetVenue=AAAI'20, Backbone=ResNet50, Input Resolution=1152, Uses external data=true2020.03 | 87.3 | 83.2 | 91.8 | — | |
| DB2022.03 | 87.3 | 83.2 | 91.8 | — | |
| PSENetmulti-scale testing=false2019.03 | 87.21 | 85.22 | 89.3 | — | |
| PSENet2019.09 | 87.21 | 85.22 | 89.3 | 2.33 | |
| SPCNET2018.11 | 87.2 | 85.8 | 88.7 | — | |
| SPCNETmulti-scale testing=false2019.03 | 87.2 | 85.8 | 88.7 | — | |
| SPCNet2022.02 | 87.2 | 85.8 | 88.7 | — | |
| LOMO2022.02 | 87.2 | 83.5 | 91.3 | — | |
| LOMO2022.03 | 87.2 | 83.5 | 91.3 | — | |
| CRAFTSMulti-scale inference=false2022.03 | 87.1 | 85.3 | 89 | — | |
| TextPerceptronMulti-scale inference=false2022.03 | 87.1 | 82.5 | 92.3 | — | |
| E2E TextSpotterMulti-scale inference=false2022.03 | 87 | 86 | 87 | — | |
| CRAFTArchitecture=anchor-free, Multi-scale test=false2021.04 | 86.9 | 84.3 | 89.8 | — | |
| CDAFT2022.02 | 86.9 | 84.3 | 89.8 | — | |
| CRAFT2022.03 | 86.9 | 84.3 | 89.8 | — | |
| ContourNet2022.03 | 86.9 | 86.1 | 87.6 | — | |
| IncepTextmulti-scale testing=true2019.03 | 86.8 | 84.3 | 89.4 | — | |
| SAEInput height=9902022.02 | 86.6 | 85 | 88.3 | — | |
| DRRG2022.03 | 86.6 | 84.7 | 88.5 | — | |
| DB + VLPT-STDPre-training=Ours (VLPT-STD)2022.04 | 86.5 | 81.6 | 92 | — | |
| DB + STKMPre-training=STKM2022.04 | 86.1 | 81.4 | 91.4 | — | |
| MaskTextSpotterMulti-scale inference=true2022.03 | 86 | 81 | 91.6 | — | |
| PSENet-1s2022.02 | 85.7 | 84.5 | 86.9 | 1.6 | |
| PSE-Net2022.03 | 85.7 | 84.5 | 86.9 | — | |
| Baseline2018.11 | 85.5 | 83.8 | 87.4 | — | |
| DB + STPre-training=SynthText (ST)2022.04 | 85.4 | 82.7 | 88.2 | — | |
| IncepText2018.11 | 85.3 | 80.6 | 90.5 | — | |
| SAEInput height=7202022.02 | 84.8 | 84.5 | 85.1 | 3 | |
| Lyu et al.multi-scale testing=true2019.03 | 84.3 | 79.7 | 89.5 | — | |
| Lyu et al.Architecture=one-stage, Multi-scale test=true2021.04 | 84.3 | 79.7 | 89.5 | — | |
| FTSN2019.09 | 84.14 | 80.07 | 88.65 | — | |
| FTSN2018.11 | 84.1 | 80 | 88.6 | — | |
| FTSNmulti-scale testing=false2019.03 | 84.1 | 80 | 88.6 | — | |
| TextField2022.03 | 84.1 | 83.9 | 84.3 | — | |
| RRDmulti-scale testing=true2018.11 | 83.8 | 80 | 88 | — | |
| RRDmulti-scale testing=true2019.03 | 83.8 | 80 | 88 | — | |
| RRDArchitecture=one-stage, Multi-scale test=true2021.04 | 83.8 | 80 | 88 | — | |
| PixelLink2018.11 | 83.7 | 82 | 85.5 | — | |
| PixelLinkmulti-scale testing=false2019.03 | 83.7 | 82 | 85.5 | — | |
| PixelLinkArchitecture=anchor-free, Multi-scale test=true2021.04 | 83.7 | 82 | 85.5 | — | |
| CSLBackbone=ResNet50, Input Resolution=800, Framework=FPN based2020.03 | 83.7 | 83 | 84.3 | — | |
| Raisi et al.2022.03 | 83.7 | 78.3 | 89.8 | — | |
| GCLBackbone=ResNet50, Input Resolution=800, Framework=FPN based2020.03 | 83.6 | 82.6 | 84.7 | — | |
| PolarMask+++Venue=TPAMI'21, Backbone=ResNet50, Uses external data=true, Uses stronger pre-trained weight=true2020.03 | 83.4 | 80 | 86.2 | — | |
| DBNet++Backbone=ResNet-18, Input height=7362022.02 | 83.1 | 77.2 | 90.1 | 44 | |
| TextDragon++Venue=ICCV'19, Backbone=VGG16, Uses external data=true2020.03 | 83.1 | 81.8 | 84.8 | — | |
| O2-DNet2019.12 | 82.97 | 80.52 | 85.58 | — | |
| TextBoxes++multi-scale testing=true2019.03 | 82.9 | 78.5 | 87.8 | — | |
| PAN2022.02 | 82.9 | 81.9 | 84 | 26.1 | |
| PAN2022.03 | 82.9 | 81.9 | 84 | — | |
| FOTS RT2019.12 | 82.78 | 85.95 | 79.83 | — | |
| TextSnake2018.11 | 82.6 | 80.4 | 84.9 | — | |
| TextSnakemulti-scale testing=false2019.03 | 82.6 | 80.4 | 84.9 | — | |
| TextSnakeArchitecture=anchor-free, Multi-scale test=false2021.04 | 82.6 | 80.4 | 84.9 | — | |
| TextSnake2022.02 | 82.6 | 80.4 | 84.9 | 1.1 | |
| TextSnake2022.03 | 82.6 | 80.4 | 84.9 | — | |
| R2CNNmulti-scale testing=false2019.03 | 82.54 | 79.68 | 85.62 | — | |
| R2CNN2019.12 | 82.54 | 79.68 | 85.62 | — | |
| Baseline+DALmulti-scale=true2020.12 | 82.4 | 80.5 | 84.4 | — | |
| TextField++Venue=TIP'19, Backbone=VGG162020.03 | 82.4 | 80.5 | 84.3 | — | |
| DBNetBackbone=ResNet-18, Input height=7362022.02 | 82.3 | 78.4 | 86.8 | 48 | |
| PixelLinkVenue=AAAI'18, Backbone=VGG162020.03 | 82.3 | 81.7 | 82.9 | — | |
| DBNetVenue=AAAI'20, Backbone=ResNet18, Input Resolution=736, Uses external data=true2020.03 | 82.3 | 78.4 | 86.8 | — | |
| PAN++Venue=TPAMI'21, Backbone=ResNet18, Uses external data=true2020.03 | 82.3 | 78.4 | 86.7 | — | |
| RRD2019.09 | 82.2 | 79 | 85.6 | 6.5 | |
| RRD2020.12 | 82.2 | 79 | 85.6 | — | |
| RRD2022.02 | 82.2 | 79 | 85.6 | 6.5 | |
| DirectArchitecture=one-stage, Multi-scale test=true2021.04 | 82 | 80 | 85 | — | |
| TricubeNetArchitecture=anchor-free, Multi-scale test=false2021.04 | 82 | 75.2 | 90.1 | — | |
| TextBoxes++2022.02 | 81.7 | 76.7 | 87.2 | 11.6 | |
| Baseline+DALmulti-scale=false2020.12 | 81.5 | 79.5 | 83.7 | — | |
| DeepReg2018.11 | 81 | 80 | 82 | — | |
| DDRmulti-scale testing=false2019.03 | 81 | 80 | 82 | — | |
| DeepRegVenue=ICCV'17, Backbone=VGG162020.03 | 81 | 80 | 82 | — | |
| EASTmulti-scale testing=true2019.03 | 80.72 | 78.33 | 83.27 | — |