# Scene Text Recognition on TRW-L (test)

Source: [Scene Text Recognition on TRW-L (test)](<https://www.sota2.com/research/sota/scene-text-recognition-on-trw-l-test>)

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

Data updated: 2026-02-26T05:27:36.858Z

Evaluation of Scene Text Recognition performance on the test split of the TRW-L 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) | TRW-L (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-trw-l-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SRN | 84.3 | Not recorded | 68fa673b1e209131cea150df |
| SRN | 77.5 | Not recorded | 68fa673b1e209131cea150df |
| CTC | 70.9 | Not recorded | 68fa673b1e209131cea150df |
| 2D-Attention | 59.8 | Not recorded | 68fa673b1e209131cea150df |

### SRN

Accuracy: 84.3. Result ID: 698d23748b517eb4331f4972.

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

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

Recorded evaluation configuration: {"GSRM":"true"}. This record does not assert independent reproduction.

### SRN

Accuracy: 77.5. Result ID: 698d23748b517eb4331f4971.

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

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

Recorded evaluation configuration: {"GSRM":"false"}. This record does not assert independent reproduction.

### CTC

Accuracy: 70.9. Result ID: 698d23748b517eb4331f4970.

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

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### 2D-Attention

Accuracy: 59.8. Result ID: 698d23748b517eb4331f496f.

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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