# Multi-track Music Generation (Mixture Subjective Evaluation) on Slakh2100 (test) Source: [Multi-track Music Generation (Mixture Subjective Evaluation) on Slakh2100 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-04T13:14:05.843Z Subjective evaluation of multi-track music generation models using human assessors on the test split of the Slakh2100 dataset, reporting scores across different listener 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 (Mixture Subjective Evaluation) | | Dataset (including any stated split) | Slakh2100 (test) | | Metric | Subjective Score (Group 1) | | 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 - [Subjective Score (Group 1)](): Higher is better; unit: SCALAR. - [Subjective Score (Group 2)](): Higher is better; unit: SCALAR. - [Subjective Score (Group 3)](): Higher is better; unit: SCALAR. - [Subjective Score (Group 4)](): Higher is better; unit: SCALAR. - [Average Subjective Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Subjective Score (Group 1) | Result date | Report paper | | --- | --- | --- | --- | | Ground Truth | 4.2 | Not recorded | 69a66c142d603e6de3e3cdaa | | SyncTrack | 3.3 | Not recorded | 69a66c142d603e6de3e3cdaa | | Ground Truth | 2.9 | Not recorded | 69a66c142d603e6de3e3cdaa | | SyncTrack | 1.9 | Not recorded | 69a66c142d603e6de3e3cdaa | | MSG-LD | 1.5 | Not recorded | 69a66c142d603e6de3e3cdaa | | MSG-LD | 1.2 | Not recorded | 69a66c142d603e6de3e3cdaa | ### Ground Truth Subjective Score (Group 1): 4.2. Result ID: 69a830066dbb7075b94e96bc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SyncTrack Subjective Score (Group 1): 3.3. Result ID: 69a830066dbb7075b94e96bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generation Mode":"Unconditional"}. This record does not assert independent reproduction. ### Ground Truth Subjective Score (Group 1): 2.9. Result ID: 69a830066dbb7075b94e96c2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SyncTrack Subjective Score (Group 1): 1.9. Result ID: 69a830066dbb7075b94e96c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generation Mode":"Unconditional"}. This record does not assert independent reproduction. ### MSG-LD Subjective Score (Group 1): 1.5. Result ID: 69a830066dbb7075b94e96be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSG-LD Subjective Score (Group 1): 1.2. Result ID: 69a830066dbb7075b94e96c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.