Pansharpening on GaoFen-2 reduced-resolution
0.027SAMEDNO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EDNOParams (K)=264.9, FLOPs (G)=2.42026.04 | 0.027 | 45.1281 | 0.9812 | 1.2915 | — | 0.8812 | |
| PANFormerParams (K)=1530.3, FLOPs (G)=12.02026.04 | 0.0271 | 44.8501 | 0.9805 | 1.3337 | — | 0.8865 | |
| NODiffParams (K)=2132.9, FLOPs (G)=77.82026.04 | 0.0279 | 45.7187 | 0.9789 | 1.3071 | — | 0.8804 | |
| CTINNParams (K)=378.2, FLOPs (G)=13.32026.04 | 0.0291 | 44.3181 | 0.9788 | 1.405 | — | 0.8719 | |
| GPPNNParams (K)=119.8, FLOPs (G)=11.22026.04 | 0.0326 | 43.598 | 0.9764 | 1.5218 | — | 0.8663 | |
| MSCSCFormerParams (K)=1950.7, FLOPs (G)=582.42026.04 | 0.036 | 42.6871 | 0.9696 | 1.7149 | — | 0.835 | |
| UGCCParams (K)=233.2, FLOPs (G)=307.52026.04 | 0.0448 | 40.562 | 0.9586 | 2.1717 | — | 0.7803 | |
| FusionMambaParams (K)=730.0, FLOPs (G)=31.02026.04 | 0.0576 | 39.3506 | 0.9442 | 2.3823 | — | 0.7644 | |
| SFIM2026.04 | 0.0657 | 34.7715 | 0.8572 | 4.2073 | — | 0.4584 | |
| IHS2026.04 | 0.0661 | 35.2315 | 0.8837 | 3.9912 | — | 0.5217 | |
| Wavelet2026.04 | 0.0695 | 33.9208 | 0.8197 | 4.6445 | — | 0.4033 | |
| FSA-TTypes=Diffusion Models, Publications=Ours2024.12 | 0.603 | 44.757 | 0.988 | 0.537 | 0.994 | 0.988 | |
| FSA-T2024.12 | 0.603 | 44.757 | 0.988 | 0.537 | 0.994 | 0.988 | |
| FSA-STypes=Diffusion Models, Publications=Ours2024.12 | 0.624 | 44.585 | 0.986 | 0.548 | 0.993 | 0.987 | |
| FSA-S2024.12 | 0.624 | 44.585 | 0.986 | 0.548 | 0.993 | 0.987 | |
| SALAD-PAN2026.02 | 0.667 | — | — | 0.592 | 0.991 | 0.982 | |
| SSDiffPub/Year=NeurIPS’242026.02 | 0.67 | — | — | 0.604 | 0.991 | 0.983 | |
| SGDiffPub/Year=CVPR’252026.02 | 0.708 | — | — | 0.668 | 0.989 | 0.98 | |
| ARConvPub/Year=CVPR’252026.02 | 0.71 | — | — | 0.645 | 0.994 | 0.982 | |
| CANConvTypes=Non-DMs, Publications=CVPR 20242024.12 | 0.722 | 43.166 | 0.982 | 0.653 | 0.991 | 0.983 | |
| CANConv2024.12 | 0.722 | 43.166 | 0.982 | 0.653 | 0.991 | 0.983 | |
| WFANetPub/Year=AAAI’252026.02 | 0.751 | — | — | 0.657 | 0.994 | 0.981 | |
| TMDiffTypes=Diffusion Models, Publications=TGRS 20242024.12 | 0.764 | 41.896 | 0.977 | 0.754 | 0.988 | 0.979 | |
| TMDiff2024.12 | 0.764 | 41.896 | 0.977 | 0.754 | 0.988 | 0.979 | |
| PanDiffTypes=Diffusion Models, Publications=TGRS 20232024.12 | 0.767 | 42.827 | 0.98 | 0.674 | 0.99 | 0.981 | |
| PanDiff2024.12 | 0.767 | 42.827 | 0.98 | 0.674 | 0.99 | 0.981 | |
| S2DBPNTypes=Non-DMs, Publications=TGRS 20232024.12 | 0.772 | 42.686 | 0.98 | 0.686 | 0.99 | 0.981 | |
| DCPNetTypes=Non-DMs, Publications=TGRS 20242024.12 | 0.806 | 42.312 | 0.979 | 0.724 | 0.988 | 0.98 | |
| S2DBPN2024.12 | 0.806 | 42.686 | 0.98 | 0.686 | 0.99 | 0.981 | |
| DCPNet2024.12 | 0.806 | 42.312 | 0.979 | 0.724 | 0.988 | 0.98 | |
| LAGConvTypes=Non-DMs, Publications=AAAI 20222024.12 | 0.886 | 41.147 | 0.974 | 0.816 | 0.985 | 0.974 | |
| LAGNet2024.12 | 0.886 | 41.147 | 0.974 | 0.816 | 0.985 | 0.974 | |
| PanDiffPub/Year=TGRS’232026.02 | 0.888 | — | — | 0.746 | 0.988 | 0.979 | |
| BimPANPub/Year=ACMM’232026.02 | 0.902 | — | — | 0.881 | 0.972 | 0.965 | |
| MSDCNNTypes=Non-DMs, Publications=JSTARS 20182024.12 | 0.946 | 40.73 | 0.971 | 0.862 | 0.983 | 0.972 | |
| MSDCNN2024.12 | 0.946 | 40.73 | 0.971 | 0.862 | 0.983 | 0.972 | |
| FusionNetTypes=Non-DMs, Publications=ICCV 20212024.12 | 0.971 | 39.866 | 0.966 | 0.96 | 0.98 | 0.967 | |
| FusionNet2024.12 | 0.971 | 39.866 | 0.966 | 0.96 | 0.98 | 0.967 | |
| FusionNetPub/Year=TGRS’202026.02 | 0.974 | — | — | 0.988 | 0.971 | 0.964 | |
| PanNetPub/Year=ICCV’172026.02 | 0.997 | — | — | 0.919 | 0.973 | 0.967 | |
| PanNetTypes=Non-DMs, Publications=ICCV 20172024.12 | 1.05 | 39.197 | 0.959 | 1.038 | 0.975 | 0.963 | |
| PanNet2024.12 | 1.05 | 39.197 | 0.959 | 1.038 | 0.975 | 0.963 | |
| LagConvPub/Year=AAAI’222026.02 | 1.08 | — | — | 0.91 | 0.977 | 0.97 |