# End-to-end text spotting on VinText (test)

Source: [End-to-end text spotting on VinText (test)](<https://www.sota2.com/research/sota/end-to-end-text-spotting-on-vintext-test>)

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

Data updated: 2026-02-26T05:46:05.806Z

Evaluation of End-to-End Text Spotting performance on the test split of the VinText dataset, measured using H-mean.

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 | End-to-end text spotting |
| Dataset (including any stated split) | VinText (test) |
| Metric | H-mean |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [H-mean](<https://www.sota2.com/research/sota/end-to-end-text-spotting-on-vintext-test.md?metric=H-mean>): Higher is better; unit: PERCENT.

## Recorded results

| Method | H-mean | Result date | Report paper |
| --- | --- | --- | --- |
| SwinTextSpotter | 71.1 | Not recorded | 68fa6c141e209131cea31fe2 |
| Mask Textspotter v3+D | 68.5 | Not recorded | 68fa6c141e209131cea31fe2 |
| ABCNet+D | 57.4 | Not recorded | 68fa6c141e209131cea31fe2 |
| ABCNet | 54.2 | Not recorded | 68fa6c141e209131cea31fe2 |
| Mask Textspotter v3 | 53.4 | Not recorded | 68fa6c141e209131cea31fe2 |

### SwinTextSpotter

H-mean: 71.1. Result ID: 698ec9e7ffc3901de0a13137.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

[Implementation](<https://github.com/mxin262/SwinTextSpotter>)

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

### Mask Textspotter v3+D

H-mean: 68.5. Result ID: 698ec9e7ffc3901de0a13136.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

Recorded evaluation configuration: {"methods from \[36\] added":true}. This record does not assert independent reproduction.

### ABCNet+D

H-mean: 57.4. Result ID: 698ec9e7ffc3901de0a13134.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

Recorded evaluation configuration: {"methods from \[36\] added":true}. This record does not assert independent reproduction.

### ABCNet

H-mean: 54.2. Result ID: 698ec9e7ffc3901de0a13133.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67181e209131cea1420f.md>)

[Implementation](<https://www.sota2.com/AdelaiDet>)

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

### Mask Textspotter v3

H-mean: 53.4. Result ID: 698ec9e7ffc3901de0a13135.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31fe2.md>)

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

Page 1 of 1. This is an index page, not the full collection.