Pansharpening on WorldView-3 full-resolution original (test)
0.01D_lambdaSALAD-PAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SALAD-PANPublication/Year=This Paper2026.02 | 0.01 | 0.021 | 0.965 | |
| WFANetPublication/Year=AAAI'252026.02 | 0.012 | 0.031 | 0.957 | |
| SGDiffPublication/Year=CVPR'252026.02 | 0.012 | 0.027 | 0.96 | |
| SSDiffPublication/Year=NEURIPS'242026.02 | 0.013 | 0.031 | 0.956 | |
| SSDiff2024.04 | 0.0132 | 0.0307 | 0.9565 | |
| SSDiff2025.12 | 0.0132 | 0.0307 | 0.9565 | |
| FSA-T2024.12 | 0.014 | 0.032 | 0.954 | |
| ARConvPublication/Year=CVPR'252026.02 | 0.014 | 0.03 | 0.958 | |
| ARNet2025.03 | 0.0146 | 0.0279 | 0.958 | |
| FSA-S2024.12 | 0.016 | 0.029 | 0.955 | |
| PanNet2024.04 | 0.0165 | 0.047 | 0.937 | |
| PanNet2025.03 | 0.0165 | 0.047 | 0.937 | |
| Bi2MANet2025.12 | 0.0165 | 0.0344 | 0.9497 | |
| PanNetProtocol=Full-resolution2025.03 | 0.017 | 0.047 | 0.937 | |
| PanNetPublication/Year=ICCV'172026.02 | 0.017 | 0.047 | 0.937 | |
| BiMPanPublication/Year=ACMM'232026.02 | 0.017 | 0.035 | 0.949 | |
| WFANet2026.04 | 0.0172 | 0.039 | 0.9437 | |
| LRTCFPan2024.04 | 0.0176 | 0.0528 | 0.931 | |
| LRTCFPan2025.03 | 0.0176 | 0.0528 | 0.931 | |
| TMDiff2024.12 | 0.018 | 0.059 | 0.924 | |
| PanMambaProtocol=Full-resolution2025.03 | 0.018 | 0.053 | 0.93 | |
| FusionMamba2026.04 | 0.0183 | 0.0272 | 0.955 | |
| HMPNet2024.04 | 0.0184 | 0.053 | 0.93 | |
| HMPNet2025.03 | 0.0184 | 0.053 | 0.93 | |
| DCFNet2024.04 | 0.0187 | 0.0337 | 0.948 | |
| DCFNet2025.03 | 0.0187 | 0.0337 | 0.948 | |
| PsDip2026.04 | 0.0191 | 0.0607 | 0.9215 | |
| CANNet2024.04 | 0.0196 | 0.0301 | 0.951 | |
| CANNet2025.03 | 0.0196 | 0.0301 | 0.951 | |
| MTF-GLP-FS2024.04 | 0.0197 | 0.063 | 0.919 | |
| MTF-GLP-FS2025.03 | 0.0197 | 0.063 | 0.919 | |
| CANConv2024.12 | 0.02 | 0.03 | 0.951 | |
| MTF-GLP-FSProtocol=Full-resolution2025.03 | 0.02 | 0.063 | 0.919 | |
| MTF-GLP-FS2024.04 | 0.0206 | 0.063 | 0.918 | |
| CMT2025.03 | 0.0207 | 0.037 | 0.943 | |
| CMT2025.12 | 0.0207 | 0.037 | 0.9431 | |
| PNNProtocol=Full-resolution2025.03 | 0.021 | 0.043 | 0.937 | |
| PNN2024.04 | 0.0213 | 0.0428 | 0.9369 | |
| PNN2024.04 | 0.0213 | 0.0428 | 0.937 | |
| PNN2025.03 | 0.0213 | 0.0428 | 0.937 | |
| PNN2025.12 | 0.0213 | 0.0428 | 0.9371 | |
| FMG-PanBackbone=FusionMamba2026.04 | 0.0213 | 0.0153 | 0.9637 | |
| LGPNetProtocol=Full-resolution2025.03 | 0.022 | 0.039 | 0.94 | |
| MSDCNN2024.04 | 0.023 | 0.0467 | 0.9316 | |
| TVProtocol=Full-resolution2025.03 | 0.023 | 0.039 | 0.938 | |
| FMG-PanBackbone=LAGNet2026.04 | 0.023 | 0.0255 | 0.9522 | |
| EXP2024.04 | 0.0232 | 0.0813 | 0.897 | |
| EXP2025.03 | 0.0232 | 0.0813 | 0.897 | |
| TV2024.04 | 0.0234 | 0.0393 | 0.938 | |
| TV2025.03 | 0.0234 | 0.0393 | 0.938 | |
| FusionNet2024.04 | 0.0239 | 0.0364 | 0.9406 | |
| FusionNet2024.04 | 0.0239 | 0.0364 | 0.941 | |
| FusionNet2025.03 | 0.0239 | 0.0364 | 0.941 | |
| FusionNetProtocol=Full-resolution2025.03 | 0.024 | 0.037 | 0.94 | |
| ProposedProtocol=Full-resolution2025.03 | 0.024 | 0.029 | 0.948 | |
| FusionNetPublication/Year=TGRS'202026.02 | 0.024 | 0.036 | 0.94 | |
| S2DBPN2024.12 | 0.025 | 0.03 | 0.946 | |
| ZS-Pan2026.04 | 0.0254 | 0.0306 | 0.9449 | |
| PanDiffPublication/Year=TGRS'232026.02 | 0.027 | 0.054 | 0.92 | |
| PanDiff2024.04 | 0.0273 | 0.0542 | 0.9203 | |
| MSDCNN2024.12 | 0.028 | 0.05 | 0.924 | |
| FusionNet2024.12 | 0.029 | 0.053 | 0.92 | |
| CVPR20192024.04 | 0.0297 | 0.041 | 0.931 | |
| CVPR20192025.03 | 0.0297 | 0.041 | 0.931 | |
| LAGNet2024.12 | 0.033 | 0.055 | 0.915 | |
| PanDiff2024.12 | 0.034 | 0.014 | 0.952 | |
| PanNet2024.12 | 0.035 | 0.049 | 0.918 | |
| MTF-GLP-FS2026.04 | 0.0357 | 0.0537 | 0.9127 | |
| DICNNProtocol=Full-resolution2025.03 | 0.036 | 0.046 | 0.92 | |
| LAGConvPublication/Year=AAAI'222026.02 | 0.036 | 0.032 | 0.934 | |
| DiCNN2024.04 | 0.0362 | 0.0462 | 0.9195 | |
| DICNN2024.04 | 0.0362 | 0.0462 | 0.92 | |
| DICNN2025.03 | 0.0362 | 0.0462 | 0.92 | |
| DiCNN2025.12 | 0.0362 | 0.0462 | 0.9211 | |
| LAGConv2024.04 | 0.0368 | 0.0418 | 0.923 | |
| LAGConv2024.04 | 0.0368 | 0.0418 | 0.923 | |
| LAGConv2025.03 | 0.0368 | 0.0418 | 0.923 | |
| LAGNetProtocol=Full-resolution2025.03 | 0.037 | 0.042 | 0.923 | |
| MTF-GLP2026.04 | 0.0373 | 0.0628 | 0.9026 | |
| LAGNet2026.04 | 0.0389 | 0.05 | 0.9133 | |
| DCPNet2024.12 | 0.043 | 0.036 | 0.923 | |
| MF2026.04 | 0.0452 | 0.0561 | 0.9014 | |
| DICNN2026.04 | 0.0487 | 0.0462 | 0.9076 | |
| MMNet2024.04 | 0.054 | 0.0336 | 0.9143 | |
| MMNet2024.04 | 0.054 | 0.0336 | 0.914 | |
| CTINN2024.04 | 0.055 | 0.0679 | 0.8815 | |
| BT-H2024.04 | 0.0574 | 0.081 | 0.867 | |
| BDSD-PC2024.04 | 0.0625 | 0.073 | 0.8698 | |
| BDSD-PC2024.04 | 0.0625 | 0.073 | 0.87 | |
| BSDS-PC2025.03 | 0.0625 | 0.073 | 0.87 | |
| BDSD-PCProtocol=Full-resolution2025.03 | 0.063 | 0.073 | 0.87 | |
| BDSD-PC2026.04 | 0.0634 | 0.0749 | 0.8673 | |
| BT-H2026.04 | 0.0656 | 0.0742 | 0.8659 | |
| DCFNet2024.04 | 0.0781 | 0.0508 | 0.8771 | |
| C-BDSD2026.04 | 0.0874 | 0.0618 | 0.8562 |