| MixNet: Toward Accurate Detection of Challenging Scene Text in the Wild | ✓ Link | 89.4 | 90.7 | 88.1 | 15.2 | MixNet | 2023-08-23 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | ✓ Link | 87.3 | 92.1 | 83 | 56.8 | FAST-B-736 | 2021-11-03 |
| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | ✓ Link | 87.2 | 91.5 | 83.3 | 29 | DBNet++ (ResNet-50) (736) | 2022-02-21 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | ✓ Link | 86.4 | 91.6 | 81.7 | 72 | FAST-S-736 | 2021-11-03 |
| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | ✓ Link | 85.1 | 87.9 | 82.5 | 55 | DBNet++ (ResNet-18) (736) | 2022-02-21 |
| Real-time Scene Text Detection with Differentiable Binarization | ✓ Link | 84.9 | 91.5 | 79.2 | | DB-ResNet-50 (736) | 2019-11-20 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | ✓ Link | 84.9 | 88.1 | 81.9 | 79.6 | FAST-T-736 | 2021-11-03 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | ✓ Link | 84.5 | 91.1 | 78.8 | 137.2 | FAST-T-512 | 2021-11-03 |
| Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network | ✓ Link | 84.1 | | 83.8 | | PAN | 2019-08-16 |
| Character Region Awareness for Text Detection | ✓ Link | 82.9 | 88.2 | 78.2 | | CRAFT | 2019-04-03 |
| Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion | ✓ Link | 82.6 | 89.7 | 76.5 | 80 | DBNet++ (ResNet-18) (512) | 2022-02-21 |
| Fused Text Segmentation Networks for Multi-oriented Scene Text Detection | | 82 | 87.6 | 77.1 | | FTSN + MNMS | 2017-09-11 |
| Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation | ✓ Link | 81.5 | 87.6 | 76.2 | | Corner Localization | 2018-02-25 |
| Rotation-Sensitive Regression for Oriented Scene Text Detection | | 79 | 87 | 73 | | RRD∗ | 2018-03-14 |
| TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes | ✓ Link | 78.3 | 83.2 | 73.9 | | TextSnake | 2018-07-04 |
| PixelLink: Detecting Scene Text via Instance Segmentation | ✓ Link | 77.8 | 83 | 73.2 | | PixelLink + VGG16 2s | 2018-01-04 |
| Detecting Oriented Text in Natural Images by Linking Segments | ✓ Link | 77 | 86 | 70 | | SegLink | 2017-03-19 |
| EAST: An Efficient and Accurate Scene Text Detector | ✓ Link | 76.08 | 87.28 | 67.43 | | EAST + PVANET2x | 2017-04-11 |