Pansharpening on WorldView-2 reduced-resolution (test)
0.0236SAMEDNO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| EDNOParams (K)=264.9, FLOPs (G)=2.42026.04 | 0.0236 | 41.6488 | 97.47 | 82.62 | 1.0259 | — | — | |
| PANFormerParams (K)=1530.3, FLOPs (G)=12.02026.04 | 0.0242 | 41.3495 | 97.31 | 82.37 | 1.0621 | — | — | |
| CTINNParams (K)=378.2, FLOPs (G)=13.32026.04 | 0.0246 | 41.2019 | 97.35 | 81.49 | 1.0879 | — | — | |
| NODiffParams (K)=2132.9, FLOPs (G)=77.82026.04 | 0.0246 | 42.1081 | 97.3 | 82.45 | 0.997 | — | — | |
| MSCSCFormerParams (K)=1950.7, FLOPs (G)=582.42026.04 | 0.027 | 40.5338 | 96.91 | 79.63 | 1.2016 | — | — | |
| GPPNNParams (K)=119.8, FLOPs (G)=11.22026.04 | 0.0275 | 40.5086 | 96.98 | 80.09 | 1.206 | — | — | |
| UGCCParams (K)=233.2, FLOPs (G)=307.52026.04 | 0.046 | 35.8744 | 92.96 | 68.27 | 1.9253 | — | — | |
| FusionMambaParams (K)=730.0, FLOPs (G)=31.02026.04 | 0.0558 | 33.916 | 90.13 | 61.82 | 2.2484 | — | — | |
| SFIM2026.04 | 0.0597 | 32.6334 | 87.28 | 51.59 | 3.1919 | — | — | |
| IHS2026.04 | 0.0637 | 32.825 | 87.75 | 53.05 | 3.0585 | — | — | |
| Wavelet2026.04 | 0.0638 | 32.1992 | 85 | 45.77 | 3.3799 | — | — | |
| KSDiffTraining source=WorldView-3 dataset2025.05 | 5.1944 | — | — | — | 4.1052 | 84.85 | 0.9288 | |
| DCFNetTraining source=WorldView-3 dataset2025.05 | 5.6194 | — | — | — | 4.4887 | 82.92 | 0.9154 | |
| MSDCNNTraining source=WorldView-3 dataset2025.05 | 6.0064 | — | — | — | 4.7438 | 82.41 | 0.8972 | |
| CTINNTraining source=WorldView-3 dataset2025.05 | 6.4103 | — | — | — | 4.6435 | 81.72 | 0.9147 | |
| FusionNetTraining source=WorldView-3 dataset2025.05 | 6.4257 | — | — | — | 5.1363 | 79.61 | 0.8746 | |
| MMNetTraining source=WorldView-3 dataset2025.05 | 6.6109 | — | — | — | 5.2213 | 81.43 | 0.9136 | |
| DiCNNTraining source=WorldView-3 dataset2025.05 | 6.9216 | — | — | — | 6.2507 | 72.05 | 0.8552 | |
| LAGConvTraining source=WorldView-3 dataset2025.05 | 6.9545 | — | — | — | 5.3262 | 80.54 | 0.9125 | |
| PNNTraining source=WorldView-3 dataset2025.05 | 7.1158 | — | — | — | 5.6152 | 76.19 | 0.8782 |