# Handwriting Recognition on NepaliC (test)

Source: [Handwriting Recognition on NepaliC (test)](<https://www.sota2.com/research/sota/handwriting-recognition-on-nepalic-test>)

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

Data updated: 2026-02-26T05:27:37.281Z

Evaluation of Handwriting Recognition performance on the test split of the NepaliC dataset, typically 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 | Handwriting Recognition |
| Dataset (including any stated split) | NepaliC (test) |
| Metric | Accuracy |
| 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

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CSD | 84.1 | Not recorded | 68fa67511e209131cea15659 |
| ERM | 83.4 | Not recorded | 68fa67511e209131cea15659 |
| MASF | 83.3 | Not recorded | 68fa67511e209131cea15659 |
| CG | 82.6 | Not recorded | 68fa67511e209131cea15659 |
| LRD | 82.5 | Not recorded | 68fa67511e209131cea15659 |

### CSD

Accuracy: 84.1. Result ID: 698d294a8b517eb4331f751d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Implementation](<https://github.com/vihari/CSD>)

Recorded evaluation configuration: {"Number of training domains":"27"}. This record does not assert independent reproduction.

### ERM

Accuracy: 83.4. Result ID: 698d294a8b517eb4331f7519.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

Recorded evaluation configuration: {"Number of training domains":"27"}. This record does not assert independent reproduction.

### MASF

Accuracy: 83.3. Result ID: 698d294a8b517eb4331f751c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66931e209131cea1101b.md>)

[Implementation](<https://github.com/biomedia-mira/masf>)

Recorded evaluation configuration: {"Number of training domains":"27"}. This record does not assert independent reproduction.

### CG

Accuracy: 82.6. Result ID: 698d294a8b517eb4331f751b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644f1e209131cea03efd.md>)

[Implementation](<https://github.com/vihari/crossgrad>)

Recorded evaluation configuration: {"Number of training domains":"27"}. This record does not assert independent reproduction.

### LRD

Accuracy: 82.5. Result ID: 698d294a8b517eb4331f751a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63b41e209131cea0026f.md>)

[Implementation](<http://sketchx.eecs.qmul.ac.uk/>)

Recorded evaluation configuration: {"Number of training domains":"27"}. This record does not assert independent reproduction.

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