Audio Modeling on Bach 7s v1 (test)
42.39SNRSine
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SinePE=NeFF, Parameter=[ω]2026.01 | 42.39 | 0.537 | |
| Incode-SinePE=NeFF, Parameter=[ω], a, b, c, d2026.01 | 41.4 | 0.556 | |
| SinePE=RFF, Parameter=[ω]2026.01 | 39.02 | 0.582 | |
| Incode-SinePE=RFF, Parameter=[ω], a, b, c, d2026.01 | 38.1 | 0.595 | |
| Fourier-ASRPE=No, Parameter=a, b2026.01 | 33.14 | 0.961 | |
| ReLUPE=NeFF2026.01 | 22.29 | 1.129 | |
| Super-GaussianPE=RFF, Parameter=[a, b]2026.01 | 20.86 | 2.044 | |
| GaussianPE=RFF, Parameter=[a]2026.01 | 20.85 | 2.046 | |
| Super-GaussianPE=NeFF, Parameter=[a, b]2026.01 | 19.69 | 2.127 | |
| GaussianPE=NeFF, Parameter=[a]2026.01 | 19.68 | 2.127 | |
| PReLUPE=NeFF, Parameter=[a]2026.01 | 17.5 | 1.133 | |
| Fourier-ASRPE=RFF, Parameter=a, b2026.01 | 16.37 | 2.352 | |
| Fourier-ASRPE=NeFF, Parameter=a, b2026.01 | 15.99 | 2.38 | |
| Incode-SinePE=Identity, Parameter=[ω], a, b, c, d2026.01 | 15.98 | 0.778 | |
| ReLUPE=RFF2026.01 | 15.62 | 0.978 | |
| LaplacianPE=RFF, Parameter=[a]2026.01 | 15.57 | 2.386 | |
| LaplacianPE=NeFF, Parameter=[a]2026.01 | 15.26 | 2.434 | |
| PReLUPE=RFF, Parameter=[a]2026.01 | 13.42 | 1.01 | |
| SinePE=Identity, Parameter=[ω]2026.01 | 13.36 | 0.838 | |
| SiLUPE=NeFF2026.01 | 12.71 | 0.95 | |
| ELUPE=NeFF, Parameter=[a]2026.01 | 12.26 | 0.997 | |
| LaplacianPE=Identity, Parameter=[a]2026.01 | 12.04 | 0.932 | |
| TanhPE=NeFF2026.01 | 11.09 | 1.046 | |
| ExpSinPE=RFF, Parameter=[a]2026.01 | 7.97 | 5.297 | |
| TanhPE=RFF2026.01 | 7.95 | 1.082 | |
| ELUPE=RFF, Parameter=[a]2026.01 | 7.77 | 1.111 | |
| SiLUPE=RFF2026.01 | 7.51 | 1.104 | |
| Super-GaussianPE=Identity, Parameter=[a, b]2026.01 | 6.38 | 1.101 | |
| GaussianPE=Identity, Parameter=[a]2026.01 | 6.35 | 1.13 | |
| SoftPlusPE=NeFF, Parameter=[a]2026.01 | 3.04 | 1.469 | |
| Bspline-KANPE=No, Parameter=a, spline-coefs2026.01 | 1.54 | 1.531 | |
| SoftPlusPE=RFF, Parameter=[a]2026.01 | 0.55 | 1.647 | |
| SigmoidPE=NeFF2026.01 | 0.51 | 1.905 | |
| SigmoidPE=RFF2026.01 | 0.03 | 3.186 | |
| ExpSinPE=Identity, Parameter=[a]2026.01 | 0 | 6.339 | |
| ExpSinPE=NeFF, Parameter=[a]2026.01 | 0 | 3.326 | |
| SigmoidPE=Identity2026.01 | 0 | 6.339 | |
| ELUPE=Identity, Parameter=[a]2026.01 | 0 | 5.979 | |
| PReLUPE=Identity, Parameter=[a]2026.01 | 0 | 4.724 | |
| ReLUPE=Identity2026.01 | 0 | 4.623 | |
| QuadraticPE=RFF, Parameter=[a]2026.01 | -1.55 | 6.346 | |
| SoftPlusPE=Identity, Parameter=[a]2026.01 | -1.92 | 6.311 | |
| Multi-QuadraticPE=NeFF, Parameter=[a]2026.01 | -5.17 | 6.344 | |
| SiLUPE=Identity2026.01 | -5.18 | 6.265 | |
| QuadraticPE=NeFF, Parameter=[a]2026.01 | -5.69 | 6.344 | |
| TanhPE=Identity2026.01 | -7.25 | 6.334 |