Pansharpening on QuickBird reduced-resolution
4.43SAMProposed (ARNet)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed (ARNet)2025.03 | 4.43 | 3.633 | 0.939 | — | |
| SSDiff2024.04 | 4.464 | 3.632 | 0.9346 | 0.9829 | |
| CANNetResolution Protocol=reduced-resolution2024.04 | 4.507 | 3.652 | 0.937 | — | |
| CANNet2025.03 | 4.507 | 3.652 | 0.937 | — | |
| DCFNetResolution Protocol=reduced-resolution2024.04 | 4.512 | 3.809 | 0.934 | — | |
| DCFNet2025.03 | 4.512 | 3.809 | 0.934 | — | |
| CMT2025.03 | 4.535 | 3.744 | 0.935 | — | |
| DCFNet2024.04 | 4.5383 | 3.8315 | 0.9325 | 0.9741 | |
| LAGConvResolution Protocol=reduced-resolution2024.04 | 4.547 | 3.826 | 0.934 | — | |
| LAGConv2025.03 | 4.547 | 3.826 | 0.934 | — | |
| LAGConv2024.04 | 4.5473 | 3.8259 | 0.9335 | 0.9807 | |
| MMNet2024.04 | 4.5568 | 3.6669 | 0.9337 | 0.9829 | |
| MMNetResolution Protocol=reduced-resolution2024.04 | 4.557 | 3.667 | 0.934 | — | |
| PanDiff2024.04 | 4.5754 | 3.7422 | 0.9345 | 0.9818 | |
| HMPNetResolution Protocol=reduced-resolution2024.04 | 4.617 | 3.404 | 0.936 | — | |
| HMPNet2025.03 | 4.617 | 3.404 | 0.936 | — | |
| CTINN2024.04 | 4.6583 | 3.6969 | 0.932 | 0.9829 | |
| FusionNet2024.04 | 4.9226 | 4.1594 | 0.9252 | 0.9755 | |
| FusionNetResolution Protocol=reduced-resolution2024.04 | 4.923 | 4.159 | 0.925 | — | |
| FusionNet2025.03 | 4.923 | 4.159 | 0.925 | — | |
| MSDCNN2024.04 | 5.1471 | 4.3828 | 0.9188 | 0.9689 | |
| PNNResolution Protocol=reduced-resolution2024.04 | 5.205 | 4.472 | 0.918 | — | |
| PNN2025.03 | 5.205 | 4.472 | 0.918 | — | |
| PNN2024.04 | 5.2054 | 4.4722 | 0.918 | 0.9711 | |
| DiCNN2024.04 | 5.3795 | 5.1354 | 0.9042 | 0.9621 | |
| DICNNResolution Protocol=reduced-resolution2024.04 | 5.38 | 5.135 | 0.904 | — | |
| DICNN2025.03 | 5.38 | 5.135 | 0.904 | — | |
| PanNetResolution Protocol=reduced-resolution2024.04 | 5.791 | 5.863 | 0.885 | — | |
| PanNet2025.03 | 5.791 | 5.863 | 0.885 | — | |
| LRTCFPanResolution Protocol=reduced-resolution2024.04 | 7.187 | 6.928 | 0.855 | — | |
| LRTCFPan2025.03 | 7.187 | 6.928 | 0.855 | — | |
| BT-H2024.04 | 7.1943 | 7.4008 | 0.8326 | 0.9156 | |
| TVResolution Protocol=reduced-resolution2024.04 | 7.565 | 7.781 | 0.82 | — | |
| TV2025.03 | 7.565 | 7.781 | 0.82 | — | |
| MTF-GLP-FSResolution Protocol=reduced-resolution2024.04 | 7.793 | 7.374 | 0.835 | — | |
| MTF-GLP-FS2025.03 | 7.793 | 7.374 | 0.835 | — | |
| CVPR19Resolution Protocol=reduced-resolution2024.04 | 7.998 | 9.359 | 0.737 | — | |
| CVPR192025.03 | 7.998 | 9.359 | 0.737 | — | |
| BDSD-PCResolution Protocol=reduced-resolution2024.04 | 8.089 | 7.515 | 0.831 | — | |
| BDSD-PC2025.03 | 8.089 | 7.515 | 0.831 | — | |
| MTF-GLP-FS2024.04 | 8.1131 | 7.5102 | 0.8296 | 0.8998 | |
| BDSD-PC2024.04 | 8.262 | 7.542 | 0.8323 | 0.903 | |
| EXPResolution Protocol=reduced-resolution2024.04 | 8.435 | 11.819 | 0.584 | — | |
| EXP2025.03 | 8.435 | 11.819 | 0.584 | — |