Music Genre Classification on FMA small (test)
97.27AccuracyDPADMM-G
Evaluation Results
| Method | Links | |
|---|---|---|
| DPADMM-GNumber of machines (K)=22025.12 | 97.27 | |
| DPADMM-GNumber of machines (K)=42025.12 | 97.15 | |
| DPADMM-GNumber of machines (K)=62025.12 | 97.08 | |
| DPADMM-GNumber of machines (K)=82025.12 | 96.93 | |
| DPADMM-GNumber of machines (K)=102025.12 | 96.84 | |
| DPADMM-GNumber of machines (K)=122025.12 | 96.71 | |
| DPADMM-GNumber of machines (K)=142025.12 | 96.59 | |
| DPADMM-GNumber of machines (K)=162025.12 | 96.42 | |
| DPADMM-GNumber of machines (K)=182025.12 | 96.38 | |
| DPADMM-GNumber of machines (K)=202025.12 | 96.27 | |
| QPADM-slack(GB)Number of machines (K)=22025.12 | 92.96 | |
| QPADM-slack(GB)Number of machines (K)=42025.12 | 92.04 | |
| QPADM-slackNumber of machines (K)=22025.12 | 92 | |
| QPADM-slack(GB)Number of machines (K)=62025.12 | 91.48 | |
| QPADM-slackNumber of machines (K)=42025.12 | 91.06 | |
| QPADM-slack(GB)Number of machines (K)=82025.12 | 90.95 | |
| QPADM-slackNumber of machines (K)=62025.12 | 90.6 | |
| QPADM-slack(GB)Number of machines (K)=102025.12 | 90.09 | |
| QPADM-slackNumber of machines (K)=82025.12 | 89.93 | |
| QPADM-slack(GB)Number of machines (K)=122025.12 | 89.4 | |
| QPADM-slackNumber of machines (K)=102025.12 | 89.09 | |
| QPADM-slack(GB)Number of machines (K)=142025.12 | 88.66 | |
| QPADM-slackNumber of machines (K)=122025.12 | 88.38 | |
| QPADM-slackNumber of machines (K)=142025.12 | 87.84 | |
| QPADM-slack(GB)Number of machines (K)=162025.12 | 87.41 | |
| QPADM-slackNumber of machines (K)=162025.12 | 87.07 | |
| QPADM-slack(GB)Number of machines (K)=182025.12 | 86.29 | |
| QPADM-slackNumber of machines (K)=182025.12 | 86.26 | |
| QPADM-slack(GB)Number of machines (K)=202025.12 | 85.35 | |
| QPADM-slackNumber of machines (K)=202025.12 | 85.18 | |
| Proposed DNN classifierFeature Extractor=BYOL-A embeddings2026.03 | 64.3 | |
| Proposed DNN classifierTraining Dataset=FMA-Small2026.03 | 64.3 | |
| Proposed DNN classifierTraining Dataset=GTZAN + FMA-Small2026.03 | 64.25 | |
| Proposed DNN classifierFeature Extractor=VGGish embeddings2026.03 | 58.04 | |
| Defferrard et al.2026.03 | 58 | |
| Proposed DNN classifierFeature Extractor=PANNs embeddings2026.03 | 58 | |
| Defferrard et al.2026.03 | 58 |