# Music Genre Classification on FMA small (train) Source: [Music Genre Classification on FMA small (train)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:32.067Z Evaluation of Music Genre Classification performance on the training split of the FMA small dataset, reporting metrics such as Sparsity and Training Accuracy. 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 | Music Genre Classification | | Dataset (including any stated split) | FMA small (train) | | Metric | Sparsity | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Sparsity](): Higher is better; unit: PERCENT. - [Training Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Sparsity | Result date | Report paper | | --- | --- | --- | --- | | DPADMM-G | 90.38 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 90.37 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 90.36 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 90.32 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 90.13 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 90.03 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 89.87 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 89.67 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 89.6 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 89.57 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 85.99 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 84.61 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 83.64 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 83.6 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 82.11 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 81.37 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 81.37 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 80.76 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 80.14 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 79.37 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 79.37 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 78.7 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 77.99 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 77.66 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 77.13 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 76.43 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 76.26 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 73.96 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 72.66 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 71.46 | Not recorded | 6937ad5e6cfd488761a4ed45 | ### DPADMM-G Sparsity: 90.38. Result ID: 69997a945698665ec4e9d6d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 90.37. Result ID: 69997a945698665ec4e9d6d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 90.36. Result ID: 69997a945698665ec4e9d6d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 90.32. Result ID: 69997a945698665ec4e9d6d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 90.13. Result ID: 69997a945698665ec4e9d6d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 90.03. Result ID: 69997a945698665ec4e9d6da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 89.87. Result ID: 69997a945698665ec4e9d6db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 89.67. Result ID: 69997a945698665ec4e9d6dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 89.6. Result ID: 69997a945698665ec4e9d6dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### DPADMM-G Sparsity: 89.57. Result ID: 69997a945698665ec4e9d6de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 85.99. Result ID: 69997a945698665ec4e9d6df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 84.61. Result ID: 69997a945698665ec4e9d6e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 83.64. Result ID: 69997a945698665ec4e9d6e9. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 83.6. Result ID: 69997a945698665ec4e9d6e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 82.11. Result ID: 69997a945698665ec4e9d6e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 81.37. Result ID: 69997a945698665ec4e9d6e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 81.37. Result ID: 69997a945698665ec4e9d6ea. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 80.76. Result ID: 69997a945698665ec4e9d6e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 80.14. Result ID: 69997a945698665ec4e9d6eb. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 79.37. Result ID: 69997a945698665ec4e9d6e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 79.37. Result ID: 69997a945698665ec4e9d6ec. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 78.7. Result ID: 69997a945698665ec4e9d6e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 77.99. Result ID: 69997a945698665ec4e9d6ed. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 77.66. Result ID: 69997a945698665ec4e9d6e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 77.13. Result ID: 69997a945698665ec4e9d6ee. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 76.43. Result ID: 69997a945698665ec4e9d6ef. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Sparsity: 76.26. Result ID: 69997a945698665ec4e9d6e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 73.96. Result ID: 69997a945698665ec4e9d6f0. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 72.66. Result ID: 69997a945698665ec4e9d6f1. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### QPADM-slack Sparsity: 71.46. Result ID: 69997a945698665ec4e9d6f2. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.