# Audio-referring Video Object Segmentation on MeViS Audio (leaderboard)

Source: [Audio-referring Video Object Segmentation on MeViS Audio (leaderboard)](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard>)

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

Data updated: 2026-04-23T07:09:22.654Z

Evaluation of Audio-referring Video Object Segmentation performance on the MeViS Audio dataset, as reported on the public leaderboard.

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-referring Video Object Segmentation |
| Dataset (including any stated split) | MeViS Audio (leaderboard) |
| Metric | J&F Score |
| 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

- [J&F Score](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=J%26F%20Score>): Higher is better; unit: PERCENT.

- [Jaccard Index (J)](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=Jaccard%20Index%20(J)>): Higher is better; unit: PERCENT.

- [F-measure (F1 Score)](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=F-measure%20(F1%20Score)>): Higher is better; unit: PERCENT.

- [N-Accuracy](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=N-Accuracy>): Higher is better; unit: PERCENT.

- [T-Accuracy](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=T-Accuracy>): Higher is better; unit: PERCENT.

- [Final Score](<https://www.sota2.com/research/sota/audio-referring-video-object-segmentation-on-mevis-audio-leaderboard.md?metric=Final%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | J&F Score | Result date | Report paper |
| --- | --- | --- | --- |
| APRVOS | 67 | Not recorded | 69e85bc87d0172140ec8105a |
| wangzhiyu918 | 63.87 | Not recorded | 69e85bc87d0172140ec8105a |
| csjihwanh | 53.94 | Not recorded | 69e85bc87d0172140ec8105a |
| liyiying | 47.69 | Not recorded | 69e85bc87d0172140ec8105a |
| vvv666 | 47.16 | Not recorded | 69e85bc87d0172140ec8105a |

### APRVOS

J&F Score: 67. Result ID: 69e9c58647f34ce924d078dd.

[Reporting paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

Recorded evaluation configuration: {"Rank":"1"}. This record does not assert independent reproduction.

### wangzhiyu918

J&F Score: 63.87. Result ID: 69e9c58647f34ce924d078de.

[Reporting paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

Recorded evaluation configuration: {"Rank":"2"}. This record does not assert independent reproduction.

### csjihwanh

J&F Score: 53.94. Result ID: 69e9c58647f34ce924d078df.

[Reporting paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

Recorded evaluation configuration: {"Rank":"3"}. This record does not assert independent reproduction.

### liyiying

J&F Score: 47.69. Result ID: 69e9c58647f34ce924d078e1.

[Reporting paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

Recorded evaluation configuration: {"Rank":"5"}. This record does not assert independent reproduction.

### vvv666

J&F Score: 47.16. Result ID: 69e9c58647f34ce924d078e0.

[Reporting paper](<https://www.sota2.com/research/paper/69e85bc87d0172140ec8105a.md>)

Recorded evaluation configuration: {"Rank":"4"}. This record does not assert independent reproduction.

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