Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Yet Another Text Recognizer | 97.1 | No | Why You Should Try the Real Data for the Scene T... | 2021-07-29 | Code |
| 2 | SIGA_T | 97 | No | Self-supervised Implicit Glyph Attention for Tex... | 2022-03-07 | Code |
| 3 | SATRN | 96.7 | No | On Recognizing Texts of Arbitrary Shapes with 2D... | 2019-10-10 | Code |
| 4 | DAN | 95 | No | Decoupled Attention Network for Text Recognition | 2019-12-21 | Code |
| 5 | SAFL | 95 | No | SAFL: A Self-Attention Scene Text Recognizer wit... | 2022-01-01 | Code |
| 6 | CSTR | 94.8 | No | Revisiting Classification Perspective on Scene T... | 2021-02-22 | Code |
| 7 | Baek et al. | 94.4 | No | What Is Wrong With Scene Text Recognition Model ... | 2019-04-03 | Code |
| 8 | ViTSTR | 94.3 | No | Vision Transformer for Fast and Efficient Scene ... | 2021-05-18 | Code |
| 9 | AON | 91.5 | No | AON: Towards Arbitrarily-Oriented Text Recognition | 2017-11-12 | Code |
| 10 | RARE | 90.1 | No | Robust Scene Text Recognition with Automatic Rec... | 2016-03-12 | Code |
| 11 | STAR-Net | 89.9 | No | - | - | Code |
| 12 | CRNN | 89.4 | No | An End-to-End Trainable Neural Network for Image... | 2015-07-21 | Code |