# Unconditional multi-track modeling on Multi-track Music Codec Accompaniment track Source: [Unconditional multi-track modeling on Multi-track Music Codec Accompaniment track]() Collection index: [llms.txt]() Data updated: 2026-04-02T09:33:23.404Z Evaluation of models performing unconditional multi-track modeling on the Multi-track Music Codec Accompaniment track dataset, assessed using accuracy metrics (Acc @1, @10, @50) and BPT scores. 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 | Unconditional multi-track modeling | | Dataset (including any stated split) | Multi-track Music Codec Accompaniment track | | Metric | Accuracy @1 | | Unit | PERCENT | | 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 - [Accuracy @1](): Higher is better; unit: PERCENT. - [Accuracy @10](): Higher is better; unit: PERCENT. - [Accuracy @50](): Higher is better; unit: PERCENT. - [cnBPT Score](): Higher is better; unit: SCALAR. - [enBPT Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy @1 | Result date | Report paper | | --- | --- | --- | --- | | X-Codec (YuE) | 15 | Not recorded | 692689a2d6b0dd33429304ad | | MuCodec (LeVo) | 15 | Not recorded | 692689a2d6b0dd33429304ad | | DuoTok | 11 | Not recorded | 692689a2d6b0dd33429304ad | ### X-Codec (YuE) Accuracy @1: 15. Result ID: 69ce371347f34ce924b7b218. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"8×1024"}. This record does not assert independent reproduction. ### MuCodec (LeVo) Accuracy @1: 15. Result ID: 69ce371347f34ce924b7b219. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"2×16384"}. This record does not assert independent reproduction. ### DuoTok Accuracy @1: 11. Result ID: 69ce371347f34ce924b7b21a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"2×32768"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.