| Towards Unified Scene Text Spotting based on Sequence Generation | ✓ Link | 89.0 | 84.1 | 80.3 | UNITS | 2023-04-07 |
| DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting | ✓ Link | 88.1 | 83.9 | 79.5 | DeepSolo (ViTAEv2-S, TextOCR) | 2022-11-19 |
| DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting | ✓ Link | 88.0 | 83.5 | 79.1 | DeepSolo(ResNet-50, TextOCR) | 2022-11-19 |
| DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting | ✓ Link | 86.8 | 81.9 | 76.9 | DeepSolo(ResNet-50) | 2022-11-19 |
| Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition | ✓ Link | 85.6 | 81.7 | 74.5 | SRTS | 2022-07-15 |
| Text Spotting Transformers | ✓ Link | 85.2 | 79.4 | 73.6 | TESTR | 2022-04-05 |
| A3S: Adversarial learning of semantic representations for Scene-Text Spotting | | 84.8 | 83.7 | 79.6 | A3S | 2023-02-21 |
| GLASS: Global to Local Attention for Scene-Text Spotting | ✓ Link | 84.7 | 80.1 | 76.3 | GLASS | 2022-08-05 |
| SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition | ✓ Link | 83.9 | 77.3 | 70.5 | SwinTextSpotter | 2022-03-19 |
| FOTS: Fast Oriented Text Spotting with a Unified Network | ✓ Link | 83.6 | 74.5 | 62.2 | FOTS | 2018-01-05 |
| PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network | ✓ Link | 83.3 | 78.3 | 63.5 | PGNet | 2021-04-12 |
| Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting | ✓ Link | 83.3 | 78.1 | 74.2 | MaskTextSpotter v3 | 2020-07-18 |
| ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting | ✓ Link | 82.7 | 78.5 | 73.0 | ABCNet v2 | 2021-05-08 |
| TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting | | 82.5 | 78.3 | 65.2 | TextDragon | 2019-10-01 |
| SPTS v2: Single-Point Scene Text Spotting | ✓ Link | 82.3 | 77.7 | 72.6 | SPTS v2 | 2023-01-04 |
| MANGO: A Mask Attention Guided One-Stage Scene Text Spotter | ✓ Link | 81.8 | 78.9 | 67.3 | MANGO | 2020-12-08 |
| Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting | ✓ Link | 80.5 | 76.6 | 65.1 | TextPerceptron | 2020-02-17 |
| SPTS: Single-Point Text Spotting | ✓ Link | 77.5 | 70.2 | 65.8 | SPTS | 2021-12-15 |