# Scene Text Recognition on Chinese Scene

Source: [Scene Text Recognition on Chinese Scene](<https://www.sota2.com/research/sota/scene-text-recognition-on-chinese-scene>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:28:18.229Z

Evaluation of Scene Text Recognition performance on the Chinese Scene dataset, measured by Accuracy.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Scene Text Recognition |
| Dataset (including any stated split) | Chinese Scene |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Accuracy](<https://www.sota2.com/research/sota/scene-text-recognition-on-chinese-scene.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SVTR-L | 72.1 | Not recorded | 68fa6c971e209131cea34b1a |
| SVTR-B | 71.4 | Not recorded | 68fa6c971e209131cea34b1a |
| SVTR-S | 69 | Not recorded | 68fa6c971e209131cea34b1a |
| SVTR-T | 67.9 | Not recorded | 68fa6c971e209131cea34b1a |
| SAR | 62.5 | Not recorded | 68fa6c971e209131cea34b1a |
| SRN | 60.1 | Not recorded | 68fa6c971e209131cea34b1a |
| ASTER | 54.5 | Not recorded | 68fa6c971e209131cea34b1a |
| CRNN | 53.4 | Not recorded | 68fa6c971e209131cea34b1a |
| MORAN | 51.8 | Not recorded | 68fa6c971e209131cea34b1a |

### SVTR-L

Accuracy: 72.1. Result ID: 698f23053a6c314849f61e09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Implementation](<https://github.com/PaddlePaddle/PaddleOCR>)

Recorded evaluation configuration: {"Backbone":"Large"}. This record does not assert independent reproduction.

### SVTR-B

Accuracy: 71.4. Result ID: 698f23053a6c314849f61e08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Implementation](<https://github.com/PaddlePaddle/PaddleOCR>)

Recorded evaluation configuration: {"Backbone":"Base"}. This record does not assert independent reproduction.

### SVTR-S

Accuracy: 69. Result ID: 698f23053a6c314849f61e07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Implementation](<https://github.com/PaddlePaddle/PaddleOCR>)

Recorded evaluation configuration: {"Backbone":"Small"}. This record does not assert independent reproduction.

### SVTR-T

Accuracy: 67.9. Result ID: 698f23053a6c314849f61e06.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Implementation](<https://github.com/PaddlePaddle/PaddleOCR>)

Recorded evaluation configuration: {"Backbone":"Tiny"}. This record does not assert independent reproduction.

### SAR

Accuracy: 62.5. Result ID: 698f23053a6c314849f61e04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65861e209131cea0ad98.md>)

[Implementation](<https://tinyurl.com/ShowAttendRead>)

Recorded evaluation configuration: {"Language Mode":"Lan-aware"}. This record does not assert independent reproduction.

### SRN

Accuracy: 60.1. Result ID: 698f23053a6c314849f61e05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673b1e209131cea150df.md>)

Recorded evaluation configuration: {"Language Mode":"Lan-aware"}. This record does not assert independent reproduction.

### ASTER

Accuracy: 54.5. Result ID: 698f23053a6c314849f61e02.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

Recorded evaluation configuration: {"Language Mode":"Lan-aware"}. This record does not assert independent reproduction.

### CRNN

Accuracy: 53.4. Result ID: 698f23053a6c314849f61e01.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62011e209131ce9f725d.md>)

Recorded evaluation configuration: {"Language Mode":"Lan-free"}. This record does not assert independent reproduction.

### MORAN

Accuracy: 51.8. Result ID: 698f23053a6c314849f61e03.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c971e209131cea34b1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65381e209131cea09121.md>)

[Implementation](<https://github.com/Canjie-Luo/MORAN_v2>)

Recorded evaluation configuration: {"Language Mode":"Lan-aware"}. This record does not assert independent reproduction.

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