# Hotword Retrieval on AISHELL-1 NE (test)

Source: [Hotword Retrieval on AISHELL-1 NE (test)](<https://www.sota2.com/research/sota/hotword-retrieval-on-aishell-1-ne-test>)

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

Data updated: 2026-03-27T13:23:45.097Z

Evaluation of Hotword Retrieval performance on the test split of the AISHELL-1 NE dataset, measured using F1 score.

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 | Hotword Retrieval |
| Dataset (including any stated split) | AISHELL-1 NE (test) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/hotword-retrieval-on-aishell-1-ne-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| CLAR | 97.03 | Not recorded | 69c60f340636e5bf4afc868c |
| GLCLAP | 96.96 | Not recorded | 69c60f340636e5bf4afc868c |
| SeACo-Paraformer | 96 | Not recorded | 69c60f340636e5bf4afc868c |

### CLAR

F1 Score: 97.03. Result ID: 69c684cd47f34ce924b0a2cc.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f340636e5bf4afc868c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60f340636e5bf4afc868c.md>)

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

### GLCLAP

F1 Score: 96.96. Result ID: 69c684cd47f34ce924b0a2cb.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f340636e5bf4afc868c.md>)

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

### SeACo-Paraformer

F1 Score: 96. Result ID: 69c684cd47f34ce924b0a2ca.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f340636e5bf4afc868c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ab1e209131cea52702.md>)

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

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