# Onset detection on Greatest Hits

Source: [Onset detection on Greatest Hits](<https://www.sota2.com/research/sota/onset-detection-on-greatest-hits>)

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

Data updated: 2026-05-04T08:58:53.438Z

Evaluation of models for Onset detection performance on the Greatest Hits dataset, using metrics including Count match, Accuracy, AP, and MCD.

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 | Onset detection |
| Dataset (including any stated split) | Greatest Hits |
| Metric | Count Match |
| Unit | PERCENT |
| 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

- [Count Match](<https://www.sota2.com/research/sota/onset-detection-on-greatest-hits.md?metric=Count%20Match>): Higher is better; unit: PERCENT.

- [Accuracy](<https://www.sota2.com/research/sota/onset-detection-on-greatest-hits.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [AP](<https://www.sota2.com/research/sota/onset-detection-on-greatest-hits.md?metric=AP>): Higher is better; unit: PERCENT.

- [MCD](<https://www.sota2.com/research/sota/onset-detection-on-greatest-hits.md?metric=MCD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Count Match | Result date | Report paper |
| --- | --- | --- | --- |
| MMAudio-LABEL (Joint Heads (finetune)) | 54.6 | Not recorded | 69f827dac0f56ed843088845 |
| MMAudio-LABEL (Joint Heads) | 53.1 | Not recorded | 69f827dac0f56ed843088845 |
| MMAudio-LABEL (Parallel Heads) | 49 | Not recorded | 69f827dac0f56ed843088845 |
| CondFoley | 30 | Not recorded | 69f827dac0f56ed843088845 |
| MMAudio small-16k | 20.6 | Not recorded | 69f827dac0f56ed843088845 |
| MMAudio-LABEL (Event Head Only) | 17.5 | Not recorded | 69f827dac0f56ed843088845 |

### MMAudio-LABEL (Joint Heads (finetune))

Count Match: 54.6. Result ID: 69f85fcb47f34ce924dc3d68.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

Recorded evaluation configuration: {"Training":"Finetune"}. This record does not assert independent reproduction.

### MMAudio-LABEL (Joint Heads)

Count Match: 53.1. Result ID: 69f85fcb47f34ce924dc3d67.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

Recorded evaluation configuration: {"Training":"Scratch"}. This record does not assert independent reproduction.

### MMAudio-LABEL (Parallel Heads)

Count Match: 49. Result ID: 69f85fcb47f34ce924dc3d66.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

Recorded evaluation configuration: {"Training":"Scratch"}. This record does not assert independent reproduction.

### CondFoley

Count Match: 30. Result ID: 69f85fcb47f34ce924dc3d63.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d4a.md>)

[Implementation](<https://xypb.github.io/CondFoleyGen>)

Recorded evaluation configuration: {"Training":"Scratch"}. This record does not assert independent reproduction.

### MMAudio small-16k

Count Match: 20.6. Result ID: 69f85fcb47f34ce924dc3d64.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77d71e209131cea75821.md>)

[Implementation](<https://www.sota2.com/hkchengrex.github.io/MMAudio>)

Recorded evaluation configuration: {"Training":"Pretrain"}. This record does not assert independent reproduction.

### MMAudio-LABEL (Event Head Only)

Count Match: 17.5. Result ID: 69f85fcb47f34ce924dc3d65.

[Reporting paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f827dac0f56ed843088845.md>)

Recorded evaluation configuration: {"Training":"Scratch"}. This record does not assert independent reproduction.

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