Scene Text Detection on MSRA-TD500 (test)
92.3PrecisionDB + VLPT-STD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DB + VLPT-STDPre-training=Ours (VLPT-STD)2022.04 | 92.3 | 84.9 | 88.5 | — | |
| Feature Sampling and Groupingrepresentation=RBox2022.03 | 91.6 | 84.8 | 88.1 | — | |
| DBProtocol=IoU@0.5, Backbone=deformable-ResNet-502021.04 | 91.5 | 79.2 | 84.9 | 32 | |
| DB2022.03 | 91.5 | 79.2 | 84.9 | — | |
| DB + STPre-training=SynthText (ST)2022.04 | 91.5 | 79.2 | 84.9 | — | |
| Feature Sampling and Groupingrepresentation=Bezier2022.03 | 91.4 | 84.7 | 87.9 | — | |
| Directmulti-scale test=true2019.11 | 91 | 81 | 86 | — | |
| DirectArchitecture=one-stage, Multi-scale test=true2021.04 | 91 | 81 | 86 | — | |
| Raisi et al.2022.03 | 90.9 | 83.8 | 87.2 | — | |
| Mask TextSpotter v32020.07 | 90.7 | 77.5 | 83.5 | — | |
| MOSTProtocol=IoU@0.52021.04 | 90.4 | 82.7 | 86.4 | 51.8 | |
| TricubeNetArchitecture=anchor-free, Multi-scale test=false2021.04 | 90.4 | 80.8 | 85.3 | — | |
| MOST2022.03 | 90.4 | 82.7 | 86.4 | — | |
| DB + STKMPre-training=STKM2022.04 | 90.2 | 82 | 85.9 | — | |
| Gliding vertexmulti-scale test=false2019.11 | 88.8 | 84.3 | 86.5 | 15 | |
| Gliding vertexArchitecture=two-stage, Multi-scale test=false2021.04 | 88.8 | 84.3 | 86.5 | — | |
| CRAFT2019.11 | 88.2 | 78.2 | 82.9 | 8.6 | |
| CRAFT2020.07 | 88.2 | 78.2 | 82.9 | — | |
| CRAFTProtocol=IoU@0.5, External MLT17 pre-training=true2021.04 | 88.2 | 78.2 | 82.9 | 8.6 | |
| CRAFTArchitecture=anchor-free, Multi-scale test=false2021.04 | 88.2 | 78.2 | 82.9 | — | |
| CRAFT2022.03 | 88.2 | 78.2 | 82.9 | — | |
| DRRGProtocol=IoU@0.5, External MLT17 pre-training=true2021.04 | 88.1 | 82.3 | 85.1 | — | |
| DRRG2022.03 | 88.1 | 82.3 | 85.1 | — | |
| MCN2019.11 | 88 | 79 | 83 | — | |
| Lyu et al.2019.11 | 87.6 | 76.2 | 81.5 | 5.7 | |
| Lyu et al.Architecture=one-stage, Multi-scale test=true2021.04 | 87.6 | 76.2 | 81.5 | — | |
| TextField2019.11 | 87.4 | 75.9 | 81.3 | 5.2 | |
| MSR2020.07 | 87.4 | 76.7 | 81.7 | — | |
| TextFieldProtocol=IoU@0.52021.04 | 87.4 | 75.9 | 81.3 | — | |
| MSRProtocol=IoU@0.52021.04 | 87.4 | 76.7 | 81.7 | — | |
| TextField2022.03 | 87.4 | 75.9 | 81.3 | — | |
| EAST2019.11 | 87.3 | 67.4 | 76.1 | 13.2 | |
| EASTArchitecture=anchor-free, Multi-scale test=true2021.04 | 87.3 | 67.4 | 76.1 | — | |
| RRD2019.11 | 87 | 73 | 79 | 10 | |
| RRD2020.07 | 87 | 73 | 79 | — | |
| baselineProtocol=IoU@0.52021.04 | 87 | 77.6 | 82 | 66.8 | |
| RRDArchitecture=one-stage, Multi-scale test=true2021.04 | 87 | 73 | 79 | — | |
| DBDeformable Convolutional Networks=Without2020.07 | 86.6 | 77.7 | 81.9 | — | |
| TextBPN2022.03 | 86.6 | 84.5 | 85.6 | — | |
| SegLink2019.11 | 86 | 70 | 77 | 8.9 | |
| SegLinkProtocol=IoU@0.52021.04 | 86 | 70 | 77 | 8.9 | |
| SegLinkArchitecture=one-stage, Multi-scale test=false2021.04 | 86 | 70 | 77 | — | |
| PANProtocol=IoU@0.52021.04 | 85.7 | 83.2 | 84.5 | 30.2 | |
| Wang et al.2019.11 | 85.2 | 82.1 | 83.6 | 10 | |
| ATRRProtocol=IoU@0.52021.04 | 85.2 | 82.1 | 83.6 | 10 | |
| Wang et al.Architecture=two-stage, Multi-scale test=false2021.04 | 85.2 | 82.1 | 83.6 | — | |
| PAN2022.03 | 84.4 | 83.8 | 84.1 | — | |
| Tian et al.2020.07 | 84.2 | 81.7 | 82.9 | — | |
| LSEProtocol=IoU@0.52021.04 | 84.2 | 81.7 | 82.9 | 3 | |
| TextSnakeProtocol=IoU@0.52021.04 | 83.2 | 73.9 | 78.3 | 1.1 | |
| TextSnakeArchitecture=anchor-free, Multi-scale test=false2021.04 | 83.2 | 73.9 | 78.3 | — | |
| TextSnake2022.03 | 83.2 | 73.9 | 78.3 | — | |
| Zhang et al.2019.11 | 83 | 67 | 74 | 0.5 | |
| Bordermulti-scale test=true2019.11 | 83 | 73.3 | 76.8 | — | |
| PixelLink2020.07 | 83 | 73.2 | 77.8 | — | |
| Xue et al.2020.07 | 83 | 77.4 | 80.1 | — | |
| Zhang et al.Architecture=anchor-free, Multi-scale test=false2021.04 | 83 | 67 | 74 | — | |
| PixelLinkArchitecture=anchor-free, Multi-scale test=true2021.04 | 83 | 73.2 | 77.8 | — | |
| MOSTIoU threshold=0.72021.04 | 81.2 | 74.8 | 77.9 | — | |
| Mask TextSpotter v22020.07 | 80.8 | 68.6 | 74.2 | — | |
| DeepReg2020.07 | 77 | 70 | 74 | — | |
| PANIoU threshold=0.7, inference_source=open-source repository2021.04 | 75.4 | 73.2 | 74.3 | — | |
| DBIoU threshold=0.7, inference_source=open-source repository2021.04 | 74 | 65.6 | 69.6 | — | |
| He et al.2020.07 | 71 | 61 | 69 | — | |
| baselineIoU threshold=0.72021.04 | 70.4 | 62.8 | 66.4 | — |