| TextFuseNet: Scene Text Detection with Richer Fused Features | ✓ Link | 94.61% | 97.27 | 92.09 | | TextFuseNet (ResNeXt-101) | 2020-05-17 |
| Scene Text Detection with Supervised Pyramid Context Network | ✓ Link | 92.1% | 93.8 | 90.5 | | SPCNET | 2018-11-21 |
| Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes | ✓ Link | 91.7% | 95 | 88.6 | | Mask TextSpotter | 2018-07-06 |
| WordSup: Exploiting Word Annotations for Character based Text Detection | | 90.34% | 93.34 | 87.53 | | WordSup (VGG16-synth-icdar) | 2017-08-22 |
| STN-OCR: A single Neural Network for Text Detection and Text Recognition | ✓ Link | 90.3% | | | | STN-OCR | 2017-07-27 |
| PixelLink: Detecting Scene Text via Instance Segmentation | ✓ Link | 88.1% | 88.6 | 87.5 | | PixelLink+VGG16 2s MS | 2018-01-04 |
| Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation | ✓ Link | 88% | 92 | 84.4 | | Corner Localization (multi-scale) | 2018-02-25 |
| TextBoxes++: A Single-Shot Oriented Scene Text Detector | ✓ Link | 88%% | 91 | 84 | | TextBoxes++_MS | 2018-01-09 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | ✓ Link | 87.6%% | 91.9 | 83.9 | | Corner-based Region Proposals | 2018-04-08 |
| Single Shot Text Detector with Regional Attention | ✓ Link | 87% | 88 | 86 | | SSTD | 2017-09-01 |
| Detecting Oriented Text in Natural Images by Linking Segments | ✓ Link | 85.3% | 87.7 | 83 | | SegLink | 2017-03-19 |
| Synthetic Data for Text Localisation in Natural Images | ✓ Link | 83.0% | 92.0 | 75.5 | | Gupta et al. | 2016-04-22 |
| Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image Classification | ✓ Link | 80.40% | | | | USM (COCO TS + ICDAR–2013) | 2019-09-29 |
| Efficient Scene Text Localization and Recognition with Local Character Refinement | | 77.1% | 81.8 | 72.4 | | Neumann et al. * | 2015-04-14 |
| Reading Text in the Wild with Convolutional Neural Networks | | 76.8% | 88.5 | 67.8 | | Jaderberg et al. | 2014-12-04 |
| Character Region Awareness for Text Detection | ✓ Link | | 97.4 | 93.1 | 95.2 | CRAFT | 2019-04-03 |