# Language Identification on Indian Language dataset

Source: [Language Identification on Indian Language dataset](<https://www.sota2.com/research/sota/language-identification-on-indian-language-dataset>)

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

Data updated: 2026-02-26T05:27:06.584Z

Evaluation of Language Identification performance on the Indian Language 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 | Language Identification |
| Dataset (including any stated split) | Indian Language dataset |
| Metric | Accuracy |
| Unit | SCALAR |
| 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/language-identification-on-indian-language-dataset.md?metric=Accuracy>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CRNN | 0.987 | Not recorded | 68fa7c221e209131cea8c9e4 |
| CRNN with Attention | 0.987 | Not recorded | 68fa7c221e209131cea8c9e4 |
| RNN | 0.9843 | Not recorded | 68fa7c221e209131cea8c9e4 |
| DNN | 0.9834 | Not recorded | 68fa7c221e209131cea8c9e4 |
| CNN | 0.983 | Not recorded | 68fa7c221e209131cea8c9e4 |

### CRNN

Accuracy: 0.987. Result ID: 698b8f777a967eddb76f99e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

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

### CRNN with Attention

Accuracy: 0.987. Result ID: 698b8f777a967eddb76f99e1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

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

### RNN

Accuracy: 0.9843. Result ID: 698b8f777a967eddb76f99de.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

Recorded evaluation configuration: {"Reference":"Kulkarni et al (2022)"}. This record does not assert independent reproduction.

### DNN

Accuracy: 0.9834. Result ID: 698b8f777a967eddb76f99dd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

Recorded evaluation configuration: {"Reference":"Kulkarni et al (2022)"}. This record does not assert independent reproduction.

### CNN

Accuracy: 0.983. Result ID: 698b8f777a967eddb76f99df.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c221e209131cea8c9e4.md>)

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

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