Audio Production Quality Assessment on AES-Natural
0.953SRCCDAT-Kmeans
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAT-KmeansBackbone=MultiGauss2026.03 | 0.953 | 0.479 | |
| MultiGauss + High DropoutBackbone=MultiGauss, Strategy=High Dropout2026.03 | 0.944 | 0.649 | |
| MultiGaussStrategy=Baseline2026.03 | 0.942 | 0.557 | |
| MultiGauss + L2 RegularizationBackbone=MultiGauss, Strategy=L2 Regularization2026.03 | 0.941 | 0.472 | |
| DAT-RandomBackbone=MultiGauss2026.03 | 0.941 | 0.39 | |
| DAT-SourceBackbone=MultiGauss2026.03 | 0.94 | 0.413 | |
| DRASP2026.03 | 0.9 | — | |
| AESA-Net2026.03 | 0.896 | 0.635 | |
| QAMRO2026.03 | 0.883 | — |