# Music Genre Classification on FMA small (test) Source: [Music Genre Classification on FMA small (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T08:50:55.471Z Evaluation of Music Genre Classification performance on the test split of the FMA small dataset, typically measured by 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 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 37 of 37 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DPADMM-G | 97.27 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 97.15 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 97.08 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.93 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.84 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.71 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.59 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.42 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.38 | Not recorded | 6937ad5e6cfd488761a4ed45 | | DPADMM-G | 96.27 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 92.96 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 92.04 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 92 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 91.48 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 91.06 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 90.95 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 90.6 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 90.09 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 89.93 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 89.4 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 89.09 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 88.66 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 88.38 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 87.84 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 87.41 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 87.07 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 86.29 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 86.26 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack(GB) | 85.35 | Not recorded | 6937ad5e6cfd488761a4ed45 | | QPADM-slack | 85.18 | Not recorded | 6937ad5e6cfd488761a4ed45 | | Proposed DNN classifier | 64.3 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Proposed DNN classifier | 64.3 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Proposed DNN classifier | 64.25 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Proposed DNN classifier | 58.04 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Defferrard et al. | 58 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Proposed DNN classifier | 58 | Not recorded | 69b8dff10636e5bf4afbe8b9 | | Defferrard et al. | 58 | Not recorded | 69b8dff10636e5bf4afbe8b9 | ### DPADMM-G Accuracy: 97.27. Result ID: 69997a945698665ec4e9d6f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 97.15. Result ID: 69997a945698665ec4e9d6f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 97.08. Result ID: 69997a945698665ec4e9d6f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.93. Result ID: 69997a945698665ec4e9d6f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.84. Result ID: 69997a945698665ec4e9d6f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.71. Result ID: 69997a945698665ec4e9d6f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.59. Result ID: 69997a945698665ec4e9d6f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.42. Result ID: 69997a945698665ec4e9d6fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.38. Result ID: 69997a945698665ec4e9d6fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### DPADMM-G Accuracy: 96.27. Result ID: 69997a945698665ec4e9d6fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 92.96. Result ID: 69997a945698665ec4e9d6fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 92.04. Result ID: 69997a945698665ec4e9d6fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 92. Result ID: 69997a945698665ec4e9d707. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"2"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 91.48. Result ID: 69997a945698665ec4e9d6ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 91.06. Result ID: 69997a945698665ec4e9d708. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"4"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 90.95. Result ID: 69997a945698665ec4e9d700. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 90.6. Result ID: 69997a945698665ec4e9d709. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"6"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 90.09. Result ID: 69997a945698665ec4e9d701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 89.93. Result ID: 69997a945698665ec4e9d70a. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"8"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 89.4. Result ID: 69997a945698665ec4e9d702. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 89.09. Result ID: 69997a945698665ec4e9d70b. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"10"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 88.66. Result ID: 69997a945698665ec4e9d703. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 88.38. Result ID: 69997a945698665ec4e9d70c. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"12"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 87.84. Result ID: 69997a945698665ec4e9d70d. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"14"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 87.41. Result ID: 69997a945698665ec4e9d704. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 87.07. Result ID: 69997a945698665ec4e9d70e. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"16"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 86.29. Result ID: 69997a945698665ec4e9d705. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 86.26. Result ID: 69997a945698665ec4e9d70f. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"18"}. This record does not assert independent reproduction. ### QPADM-slack(GB) Accuracy: 85.35. Result ID: 69997a945698665ec4e9d706. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. ### QPADM-slack Accuracy: 85.18. Result ID: 69997a945698665ec4e9d710. [Reporting paper]() Recorded evaluation configuration: {"Number of machines (K)":"20"}. This record does not assert independent reproduction. ### Proposed DNN classifier Accuracy: 64.3. Result ID: 69b915e147f34ce924a1c1d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Extractor":"BYOL-A embeddings"}. This record does not assert independent reproduction. ### Proposed DNN classifier Accuracy: 64.3. Result ID: 69b915e147f34ce924a1c1dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"FMA-Small"}. This record does not assert independent reproduction. ### Proposed DNN classifier Accuracy: 64.25. Result ID: 69b915e147f34ce924a1c1de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Dataset":"GTZAN + FMA-Small"}. This record does not assert independent reproduction. ### Proposed DNN classifier Accuracy: 58.04. Result ID: 69b915e147f34ce924a1c1d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Extractor":"VGGish embeddings"}. This record does not assert independent reproduction. ### Defferrard et al. Accuracy: 58. Result ID: 69b915e147f34ce924a1c1d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Proposed DNN classifier Accuracy: 58. Result ID: 69b915e147f34ce924a1c1d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature Extractor":"PANNs embeddings"}. This record does not assert independent reproduction. ### Defferrard et al. Accuracy: 58. Result ID: 69b915e147f34ce924a1c1dc. [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.