Audio Modeling on Counting 7s v1 (test)
33.58SNRSine
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SinePE=NeFF, Parameter=[ω]2026.01 | 33.58 | 0.914 | |
| Incode-SinePE=NeFF, Parameter=[ω], a, b, c, d2026.01 | 32.24 | 1.038 | |
| Fourier-ASRPE=RFF, Parameter=a, b2026.01 | 18.36 | 2.625 | |
| Fourier-ASRPE=No, Parameter=a, b2026.01 | 13.1 | 1.377 | |
| SinePE=RFF, Parameter=[ω]2026.01 | 13.06 | 1.412 | |
| Incode-SinePE=RFF, Parameter=[ω], a, b, c, d2026.01 | 12.86 | 1.559 | |
| Super-GaussianPE=RFF, Parameter=[a, b]2026.01 | 12.44 | 3.169 | |
| GaussianPE=RFF, Parameter=[a]2026.01 | 12.14 | 3.195 | |
| LaplacianPE=RFF, Parameter=[a]2026.01 | 10.97 | 2.632 | |
| ReLUPE=NeFF2026.01 | 9.57 | 1.538 | |
| GaussianPE=NeFF, Parameter=[a]2026.01 | 9.2 | 3.438 | |
| Super-GaussianPE=NeFF, Parameter=[a, b]2026.01 | 9.2 | 3.437 | |
| LaplacianPE=NeFF, Parameter=[a]2026.01 | 8.67 | 3.191 | |
| Incode-SinePE=Identity, Parameter=[ω], a, b, c, d2026.01 | 8.16 | 1.611 | |
| SinePE=Identity, Parameter=[ω]2026.01 | 7.96 | 1.66 | |
| PReLUPE=NeFF, Parameter=[a]2026.01 | 7.88 | 1.575 | |
| SiLUPE=NeFF2026.01 | 7.5 | 1.618 | |
| SigmoidPE=RFF2026.01 | 7.04 | 3.945 | |
| Fourier-ASRPE=NeFF, Parameter=a, b2026.01 | 6.96 | 3.603 | |
| TanhPE=NeFF2026.01 | 6.87 | 1.593 | |
| ReLUPE=RFF2026.01 | 4.93 | 1.4 | |
| ELUPE=NeFF, Parameter=[a]2026.01 | 4.89 | 1.557 | |
| PReLUPE=RFF, Parameter=[a]2026.01 | 3.38 | 1.437 | |
| ExpSinPE=RFF, Parameter=[a]2026.01 | 1.45 | 4.171 | |
| LaplacianPE=Identity, Parameter=[a]2026.01 | 1.34 | 1.561 | |
| ExpSinPE=NeFF, Parameter=[a]2026.01 | 1.04 | 4.55 | |
| TanhPE=RFF2026.01 | 0.97 | 1.786 | |
| Super-GaussianPE=Identity, Parameter=[a, b]2026.01 | 0.75 | 2.166 | |
| GaussianPE=Identity, Parameter=[a]2026.01 | 0.74 | 2.165 | |
| ELUPE=RFF, Parameter=[a]2026.01 | 0.67 | 1.956 | |
| SiLUPE=RFF2026.01 | 0.51 | 1.952 | |
| SoftPlusPE=NeFF, Parameter=[a]2026.01 | 0.26 | 1.933 | |
| SoftPlusPE=RFF, Parameter=[a]2026.01 | 0.03 | 2.709 | |
| ExpSinPE=Identity, Parameter=[a]2026.01 | 0 | 5.18 | |
| SigmoidPE=Identity2026.01 | 0 | 5.181 | |
| SigmoidPE=NeFF2026.01 | 0 | 4.259 | |
| SoftPlusPE=Identity, Parameter=[a]2026.01 | 0 | 5.165 | |
| TanhPE=Identity2026.01 | 0 | 5.181 | |
| ELUPE=Identity, Parameter=[a]2026.01 | 0 | 5.104 | |
| PReLUPE=Identity, Parameter=[a]2026.01 | 0 | 4.63 | |
| Bspline-KANPE=No, Parameter=a, spline-coefs2026.01 | 0 | 3.293 | |
| Multi-QuadraticPE=RFF, Parameter=[a]2026.01 | -1.19 | 5.182 | |
| QuadraticPE=NeFF, Parameter=[a]2026.01 | -1.97 | 5.182 | |
| Multi-QuadraticPE=NeFF, Parameter=[a]2026.01 | -2.17 | 5.182 | |
| Multi-QuadraticPE=Identity, Parameter=[a]2026.01 | -2.48 | 5.182 | |
| QuadraticPE=Identity, Parameter=[a]2026.01 | -3.37 | 5.182 | |
| SiLUPE=Identity2026.01 | -6.21 | 5.174 | |
| ReLUPE=Identity2026.01 | -7.66 | 4.546 | |
| QuadraticPE=RFF, Parameter=[a]2026.01 | -8.28 | 5.182 |