# Audio Retrieval on Clotho V2 (val)

Source: [Audio Retrieval on Clotho V2 (val)](<https://www.sota2.com/research/sota/audio-retrieval-on-clotho-v2-val>)

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

Data updated: 2026-02-26T05:59:28.275Z

Evaluation of Audio Retrieval performance on the validation split of the Clotho V2 dataset, including metrics like mAP@10 and Recall at various ranks.

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 | Audio Retrieval |
| Dataset (including any stated split) | Clotho V2 (val) |
| Metric | R@1 |
| 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

- [R@1](<https://www.sota2.com/research/sota/audio-retrieval-on-clotho-v2-val.md?metric=R%401>): Higher is better; unit: PERCENT.

- [mAP@10](<https://www.sota2.com/research/sota/audio-retrieval-on-clotho-v2-val.md?metric=mAP%4010>): Higher is better; unit: PERCENT.

- [R@5](<https://www.sota2.com/research/sota/audio-retrieval-on-clotho-v2-val.md?metric=R%405>): Higher is better; unit: PERCENT.

- [R@10](<https://www.sota2.com/research/sota/audio-retrieval-on-clotho-v2-val.md?metric=R%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| PaSST | 27.69 | Not recorded | 68fa748f1e209131cea627b6 |
| VAST | 26.9 | Not recorded | 68fa748f1e209131cea627b6 |
| DCASE23 | 26.07 | Not recorded | 68fa748f1e209131cea627b6 |
| PaSST | 24.31 | Not recorded | 68fa748f1e209131cea627b6 |
| PaSST | 23.64 | Not recorded | 68fa748f1e209131cea627b6 |

### PaSST

R@1: 27.69. Result ID: 69934b3e3a6c31484914fbfd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Implementation](<https://github.com/OptimusPrimus/salsa>)

Recorded evaluation configuration: {"stage":"2","estimated correspondences":true}. This record does not assert independent reproduction.

### VAST

R@1: 26.9. Result ID: 69934b3e3a6c31484914fbff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70c91e209131cea4d159.md>)

[Implementation](<https://github.com/TXH-mercury/VAST>)

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

### DCASE23

R@1: 26.07. Result ID: 69934b3e3a6c31484914fbfe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

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

### PaSST

R@1: 24.31. Result ID: 69934b3e3a6c31484914fbfc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Implementation](<https://github.com/OptimusPrimus/salsa>)

Recorded evaluation configuration: {"stage":"2","estimated correspondences":false}. This record does not assert independent reproduction.

### PaSST

R@1: 23.64. Result ID: 69934b3e3a6c31484914fbfb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa748f1e209131cea627b6.md>)

[Implementation](<https://github.com/OptimusPrimus/salsa>)

Recorded evaluation configuration: {"stage":"1","estimated correspondences":false}. This record does not assert independent reproduction.

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