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ResearchFormerly WizWand

Music Genre Classification on FMA small (test)

97.27AccuracyDPADMM-G
56.429267.032177.63588.2379Dec 8, 2025Dec 24, 2025Jan 9, 2026Jan 25, 2026Feb 10, 2026Feb 26, 2026Mar 14, 2026
Updated 7mo ago

Evaluation results

MethodLinks
DPADMM-GNumber of machines (K)=22025.1297.27
DPADMM-GNumber of machines (K)=42025.1297.15
DPADMM-GNumber of machines (K)=62025.1297.08
DPADMM-GNumber of machines (K)=82025.1296.93
DPADMM-GNumber of machines (K)=102025.1296.84
DPADMM-GNumber of machines (K)=122025.1296.71
DPADMM-GNumber of machines (K)=142025.1296.59
DPADMM-GNumber of machines (K)=162025.1296.42
DPADMM-GNumber of machines (K)=182025.1296.38
DPADMM-GNumber of machines (K)=202025.1296.27
QPADM-slack(GB)Number of machines (K)=22025.1292.96
QPADM-slack(GB)Number of machines (K)=42025.1292.04
QPADM-slackNumber of machines (K)=22025.1292
QPADM-slack(GB)Number of machines (K)=62025.1291.48
QPADM-slackNumber of machines (K)=42025.1291.06
QPADM-slack(GB)Number of machines (K)=82025.1290.95
QPADM-slackNumber of machines (K)=62025.1290.6
QPADM-slack(GB)Number of machines (K)=102025.1290.09
QPADM-slackNumber of machines (K)=82025.1289.93
QPADM-slack(GB)Number of machines (K)=122025.1289.4
QPADM-slackNumber of machines (K)=102025.1289.09
QPADM-slack(GB)Number of machines (K)=142025.1288.66
QPADM-slackNumber of machines (K)=122025.1288.38
QPADM-slackNumber of machines (K)=142025.1287.84
QPADM-slack(GB)Number of machines (K)=162025.1287.41
QPADM-slackNumber of machines (K)=162025.1287.07
QPADM-slack(GB)Number of machines (K)=182025.1286.29
QPADM-slackNumber of machines (K)=182025.1286.26
QPADM-slack(GB)Number of machines (K)=202025.1285.35
QPADM-slackNumber of machines (K)=202025.1285.18
Proposed DNN classifierFeature Extractor=BYOL-A embeddings2026.0364.3
Proposed DNN classifierTraining Dataset=FMA-Small2026.0364.3
Proposed DNN classifierTraining Dataset=GTZAN + FMA-Small2026.0364.25
Proposed DNN classifierFeature Extractor=VGGish embeddings2026.0358.04
Defferrard et al.2026.0358
Proposed DNN classifierFeature Extractor=PANNs embeddings2026.0358
Defferrard et al.2026.0358