Hyperspectral Image Restoration on Pavia University
27.9PSNRMC-Net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MC-NetUnderlying Spatial Downsampling Operator=Gaussian Kernel Downsampling2026.03 | 27.9 | 0.772 | 6.147 | 62.06 | 0.289 | |
| LanczosUnderlying Spatial Downsampling Operator=Gaussian Kernel Downsampling2026.03 | 27.75 | 0.745 | 6.188 | 73.04 | 0.443 | |
| FRESCO (HSR)Underlying Spatial Downsampling Operator=Gaussian Kernel Downsampling2026.03 | 27.37 | 0.75 | 6.42 | 46.17 | 0.201 | |
| FRESCO (HSR)Underlying Spatial Downsampling Operator=Nearest Neighbor Downsampling2026.03 | 25.69 | 0.671 | 7.804 | 51.67 | 0.258 | |
| LanczosUnderlying Spatial Downsampling Operator=Nearest Neighbor Downsampling2026.03 | 25.56 | 0.672 | 7.954 | 82.58 | 0.472 | |
| LanczosUnderlying Spatial Downsampling Operator=Uniform Downsampling2026.03 | 23.99 | 0.604 | 9.58 | 77.6 | 0.479 | |
| TSBSRUnderlying Spatial Downsampling Operator=Gaussian Kernel Downsampling2026.03 | 23.81 | 0.666 | 10.242 | 69.71 | 0.304 | |
| FRESCO (HSR)Underlying Spatial Downsampling Operator=Uniform Downsampling2026.03 | 23.71 | 0.597 | 9.86 | 52.76 | 0.264 | |
| MC-NetUnderlying Spatial Downsampling Operator=Nearest Neighbor Downsampling2026.03 | 22.69 | 0.576 | 11.19 | 89.16 | 0.388 | |
| TSBSRUnderlying Spatial Downsampling Operator=Nearest Neighbor Downsampling2026.03 | 21.51 | 0.587 | 13.253 | 79.93 | 0.342 | |
| MC-NetUnderlying Spatial Downsampling Operator=Uniform Downsampling2026.03 | 21.51 | 0.507 | 12.87 | 80.66 | 0.395 | |
| TSBSRUnderlying Spatial Downsampling Operator=Uniform Downsampling2026.03 | 20.12 | 0.497 | 15.6 | 71.78 | 0.343 |