# Multi-track Music Generation (Drum Subjective Evaluation) on Slakh2100 (test)

Source: [Multi-track Music Generation (Drum Subjective Evaluation) on Slakh2100 (test)](<https://www.sota2.com/research/sota/multi-track-music-generation-drum-subjective-evaluation-on-slakh2100-test>)

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

Data updated: 2026-03-04T13:14:05.861Z

Subjective evaluation of multi-track music generation models focusing specifically on the drum track, based on human assessment scores obtained from two distinct evaluation groups.

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-track Music Generation (Drum Subjective Evaluation) |
| Dataset (including any stated split) | Slakh2100 (test) |
| Metric | Subjective Score (Group 1) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Subjective Score (Group 1)](<https://www.sota2.com/research/sota/multi-track-music-generation-drum-subjective-evaluation-on-slakh2100-test.md?metric=Subjective%20Score%20(Group%201)>): Higher is better; unit: SCALAR.

- [Subjective Score (Group 2)](<https://www.sota2.com/research/sota/multi-track-music-generation-drum-subjective-evaluation-on-slakh2100-test.md?metric=Subjective%20Score%20(Group%202)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Subjective Score (Group 1) | Result date | Report paper |
| --- | --- | --- | --- |
| Ground Truth | 3 | Not recorded | 69a66c142d603e6de3e3cdaa |
| SyncTrack | 1.9 | Not recorded | 69a66c142d603e6de3e3cdaa |
| MSG-LD | 1.2 | Not recorded | 69a66c142d603e6de3e3cdaa |

### Ground Truth

Subjective Score (Group 1): 3. Result ID: 69a830066dbb7075b94e96bf.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c142d603e6de3e3cdaa.md>)

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

### SyncTrack

Subjective Score (Group 1): 1.9. Result ID: 69a830066dbb7075b94e96c0.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c142d603e6de3e3cdaa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69a66c142d603e6de3e3cdaa.md>)

Recorded evaluation configuration: {"Generation Mode":"Unconditional"}. This record does not assert independent reproduction.

### MSG-LD

Subjective Score (Group 1): 1.2. Result ID: 69a830066dbb7075b94e96c1.

[Reporting paper](<https://www.sota2.com/research/paper/69a66c142d603e6de3e3cdaa.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76731e209131cea6d141.md>)

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

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