Audio Production Complexity (PC) Assessment on AES-Natural
0.969SRCCDAT-Source
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAT-SourceBackbone=MultiGauss2026.03 | 0.969 | 0.747 | |
| DAT-RandomBackbone=MultiGauss2026.03 | 0.958 | 0.945 | |
| MultiGaussStrategy=Baseline2026.03 | 0.947 | 1.093 | |
| MultiGauss + High DropoutBackbone=MultiGauss, Strategy=High Dropout2026.03 | 0.945 | 1.894 | |
| DAT-KmeansBackbone=MultiGauss2026.03 | 0.945 | 0.928 | |
| MultiGauss + L2 RegularizationBackbone=MultiGauss, Strategy=L2 Regularization2026.03 | 0.944 | 0.962 | |
| QAMRO2026.03 | 0.942 | — | |
| DRASP2026.03 | 0.936 | — | |
| AESA-Net2026.03 | 0.928 | 0.198 |