Denoising on PM-25 t=300
0.6232MSE (sigma=0.5)I-RP-GFRFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| I-RP-GFRFTRotation Matrix Type=pitch, k=10/10/102025.11 | 0.6232 | 1.6056 | 2.5587 | |
| FFT soft threshold2025.11 | 4.8686 | 5.4773 | 5.599 | |
| 1D total variation2025.11 | 5.5235 | 10.02 | 5.5962 | |
| Tikhonov 1st diff.2025.11 | 5.8301 | 10.856 | 7.0344 | |
| Savitzky–Golay2025.11 | 6.1438 | 11.509 | 10.797 | |
| Moving average2025.11 | 7.1183 | 13.586 | 8.136 | |
| Median filter2025.11 | 7.2176 | 13.059 | 18.356 | |
| Gaussian smoothing2025.11 | 7.2502 | 17.246 | 12.316 | |
| ChebNet2025.11 | 24.959 | 81.263 | 208.39 | |
| GraphSAGE2025.11 | 26.391 | 97.869 | 216.07 | |
| GAT2025.11 | 26.421 | 80.508 | 222.25 | |
| APPNP2025.11 | 29.966 | 88.134 | 215.57 | |
| GCNII2025.11 | 31.025 | 78.289 | 205.93 | |
| GCN2025.11 | 32.034 | 91.155 | 219.4 |