Table 5 Evaluation indicators for ablation experiments on the GF2 dataset.
From: A novel pansharpening method based on cross stage partial network and transformer
Method | a | b | c | d | SAM \(\downarrow\) | ERGAS \(\downarrow\) | Q4 \(\uparrow\) | RMSE \(\downarrow\) | SID \(\downarrow\) | Q \(\uparrow\) | RASE \(\downarrow\) | SCC \(\uparrow\) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Base | Â | Â | Â | Â | 1.2195 | 1.2672 | 0.9566 | 14.4725 | 0.0026 | 0.9641 | 4.5106 | 0.9692 |
a | \(\checkmark\) | Â | Â | Â | 1.2110 | 1.2183 | 0.9588 | 14.0123 | 0.0026 | 0.9665 | 4.3671 | 0.9716 |
a+b | \(\checkmark\) | \(\checkmark\) | Â | Â | 1.2078 | 1.1122 | 0.9657 | 12.6006 | 0.0021 | 0.9726 | 3.9271 | 0.9741 |
a+c | \(\checkmark\) | Â | \(\checkmark\) | Â | 1.1228 | 1.0482 | 0.9682 | 11.8019 | 0.0019 | 0.9751 | 3.6782 | 0.9744 |
a+c+d | \(\checkmark\) | Â | \(\checkmark\) | \(\checkmark\) | 1.0523 | 0.9874 | 0.9711 | 11.2253 | 0.0017 | 0.9772 | 3.4985 | 0.9798 |
CSTNet | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 1.0111 | 0.8820 | 0.9779 | 9.9598 | 0.0015 | 0.9818 | 3.1041 | 0.9819 |
GF-CSTNet | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | 0.9972 | 0.8385 | 0.9783 | 9.5334 | 0.0014 | 0.9827 | 2.9712 | 0.9841 |
