# Multi-sound source localization on VGGSound Mixed (test)

Source: [Multi-sound source localization on VGGSound Mixed (test)](<https://www.sota2.com/research/sota/multi-sound-source-localization-on-vggsound-mixed-test>)

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

Data updated: 2026-02-27T09:08:05.709Z

Evaluation of Multi-sound source localization performance on the test split of the VGGSound Mixed dataset, using metrics including CAP, PIAP, CIoU@0.3, and AUC.

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 | Multi-sound source localization |
| Dataset (including any stated split) | VGGSound Mixed (test) |
| Metric | PIAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [PIAP](<https://www.sota2.com/research/sota/multi-sound-source-localization-on-vggsound-mixed-test.md?metric=PIAP>): Higher is better; unit: PERCENT.

- [CAP](<https://www.sota2.com/research/sota/multi-sound-source-localization-on-vggsound-mixed-test.md?metric=CAP>): Higher is better; unit: PERCENT.

- [CIoU@0.3](<https://www.sota2.com/research/sota/multi-sound-source-localization-on-vggsound-mixed-test.md?metric=CIoU%400.3>): Higher is better; unit: PERCENT.

- [AUC](<https://www.sota2.com/research/sota/multi-sound-source-localization-on-vggsound-mixed-test.md?metric=AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PIAP | Result date | Report paper |
| --- | --- | --- | --- |
| Proposed Method | 36 | Not recorded | 68fa72d01e209131cea58af0 |
| AVGN | 22.9 | Not recorded | 68fa72d01e209131cea58af0 |

### Proposed Method

PIAP: 36. Result ID: 69a15ef035dfcabb00e69afd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d01e209131cea58af0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d01e209131cea58af0.md>)

[Implementation](<https://github.com/VisualAIKHU/NoPrior_MultiSSL>)

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

### AVGN

PIAP: 22.9. Result ID: 69a15ef035dfcabb00e69afc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d01e209131cea58af0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee51e209131cea42b26.md>)

[Implementation](<https://github.com/stoneMo/AVGN>)

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

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