Denoising on PM-25 (t=200)
0.8421MSE (sigma=0.5)I-RP-GFRFT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| I-RP-GFRFTRotation Matrix Type=roll/pitch/pitch, k=10/2/22025.11 | 0.8421 | 2.0292 | 3.1457 | |
| 1D total variation2025.11 | 5.4401 | 5.6094 | 6.242 | |
| Tikhonov 1st diff.2025.11 | 5.7333 | 6.4385 | 6.756 | |
| Moving average2025.11 | 5.7799 | 7.3422 | 8.3861 | |
| Median filter2025.11 | 6.1318 | 10.152 | 12.729 | |
| FFT soft threshold2025.11 | 6.378 | 8.8112 | 8.7445 | |
| Gaussian smoothing2025.11 | 6.9912 | 11.026 | 11.452 | |
| Savitzky–Golay2025.11 | 7.2895 | 10.015 | 8.7308 | |
| GraphSAGE2025.11 | 26.604 | 90.189 | 142.14 | |
| ChebNet2025.11 | 26.723 | 88.318 | 137.46 | |
| APPNP2025.11 | 27.839 | 91.821 | 137.87 | |
| GAT2025.11 | 28.217 | 89.591 | 136.77 | |
| GCNII2025.11 | 29.547 | 86.331 | 138.12 | |
| GCN2025.11 | 29.799 | 90.069 | 141.08 |