# Audio Separation on Audio Separation in the Wild (ASIW) (test)

Source: [Audio Separation on Audio Separation in the Wild (ASIW) (test)](<https://www.sota2.com/research/sota/audio-separation-on-audio-separation-in-the-wild-asiw-test>)

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

Data updated: 2026-02-26T06:02:50.503Z

Evaluation of Audio Separation performance on the test split of the Audio Separation in the Wild (ASIW) dataset, reporting metrics such as SDR, SIR, and SAR.

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 Separation |
| Dataset (including any stated split) | Audio Separation in the Wild (ASIW) (test) |
| Metric | SDR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [SDR](<https://www.sota2.com/research/sota/audio-separation-on-audio-separation-in-the-wild-asiw-test.md?metric=SDR>): Higher is better; unit: SCALAR.

- [SIR](<https://www.sota2.com/research/sota/audio-separation-on-audio-separation-in-the-wild-asiw-test.md?metric=SIR>): Higher is better; unit: SCALAR.

- [SAR](<https://www.sota2.com/research/sota/audio-separation-on-audio-separation-in-the-wild-asiw-test.md?metric=SAR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SDR | Result date | Report paper |
| --- | --- | --- | --- |
| ASMP | 9.6 | Not recorded | 68fa6dc21e209131cea3be71 |
| ASMP | 9 | Not recorded | 68fa6dc21e209131cea3be71 |
| AVSGS | 8.8 | Not recorded | 68fa6dc21e209131cea3be71 |
| Cyclic Co-Learn | 7 | Not recorded | 68fa6dc21e209131cea3be71 |
| Sound of Motion (SofM) | 6.7 | Not recorded | 68fa6dc21e209131cea3be71 |
| Co-Separation | 6.6 | Not recorded | 68fa6dc21e209131cea3be71 |

### ASMP

SDR: 9.6. Result ID: 698fe6133a6c314849fca65a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Implementation](<https://sites.google.com/site/metrosmiles/research/research-projects/asmp>)

Recorded evaluation configuration: {"graph\_type":"2.5D graph + motion"}. This record does not assert independent reproduction.

### ASMP

SDR: 9. Result ID: 698fe6133a6c314849fca659.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Implementation](<https://sites.google.com/site/metrosmiles/research/research-projects/asmp>)

Recorded evaluation configuration: {"graph\_type":"only 2.5D graph"}. This record does not assert independent reproduction.

### AVSGS

SDR: 8.8. Result ID: 698fe6133a6c314849fca658.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6add1e209131cea2ae40.md>)

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

### Cyclic Co-Learn

SDR: 7. Result ID: 698fe6133a6c314849fca656.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ac1e209131cea233f5.md>)

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

### Sound of Motion (SofM)

SDR: 6.7. Result ID: 698fe6133a6c314849fca655.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b982.md>)

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

### Co-Separation

SDR: 6.6. Result ID: 698fe6133a6c314849fca657.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc21e209131cea3be71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66381e209131cea0edfa.md>)

[Implementation](<https://github.com/hangzhaomit/Sound-of-Pixels>)

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

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