Denoising on PM-25 t=100
0.6568MSE (sigma=0.5)I-RP-GFRFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| I-RP-GFRFTRotation Matrix Type=pitch, k=10/10/102025.11 | 0.6568 | 1.5896 | 2.5235 | |
| FFT soft threshold2025.11 | 6.1365 | 11.517 | 11.565 | |
| 1D total variation2025.11 | 6.879 | 7.7334 | 7.3157 | |
| Median filter2025.11 | 7.3304 | 13.201 | 13.381 | |
| Tikhonov 1st diff.2025.11 | 7.6099 | 9.1306 | 9.7108 | |
| Moving average2025.11 | 7.9484 | 9.4826 | 10.665 | |
| Savitzky–Golay2025.11 | 8.4623 | 10.79 | 13.338 | |
| Gaussian smoothing2025.11 | 8.7629 | 13.324 | 15.351 | |
| GraphSAGE2025.11 | 26.495 | 77.793 | 163.13 | |
| APPNP2025.11 | 27.337 | 86.969 | 165.93 | |
| ChebNet2025.11 | 27.752 | 84.766 | 177.71 | |
| GAT2025.11 | 28.065 | 101.12 | 195.69 | |
| GCNII2025.11 | 29.936 | 91.483 | 157.3 | |
| GCN2025.11 | 30.233 | 81.967 | 168.04 |