Pansharpening on WV3 full-resolution
0.0136DλGSPan*
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GSPan*Inference Time(s)=6.89, Params(M)=2.6241, mode=Scale-Decoupled Asymmetric Inference (SDAI)2026.06 | 0.0136 | 0.1106 | 0.8772 | |
| PanMambaRuntime (s)=0.4052025.05 | 0.0183 | 0.0531 | 0.9304 | |
| MTF-GLP-FSRuntime (s)=0.0232025.05 | 0.0206 | 0.063 | 0.918 | |
| KSDiffRuntime (s)=0.0772025.05 | 0.021 | 0.0322 | 0.9468 | |
| PNNRuntime (s)=0.0422025.05 | 0.0213 | 0.0428 | 0.9369 | |
| MSDCNNRuntime (s)=0.1122025.05 | 0.023 | 0.0467 | 0.9316 | |
| FusionNetRuntime (s)=0.0652025.05 | 0.0239 | 0.0364 | 0.9406 | |
| PanDiffRuntime (s)=261.4102025.05 | 0.0273 | 0.0542 | 0.9203 | |
| DiCNNRuntime (s)=0.0832025.05 | 0.0362 | 0.0426 | 0.9195 | |
| LAGConvRuntime (s)=1.3812025.05 | 0.0368 | 0.0418 | 0.923 | |
| AWLP2026.06 | 0.0412 | 0.0918 | 0.8708 | |
| GSPanInference Time(s)=76.48, Params(M)=2.62412026.06 | 0.0527 | 0.0247 | 0.9239 | |
| MMNetRuntime (s)=0.3482025.05 | 0.054 | 0.0336 | 0.9143 | |
| CTINNRuntime (s)=1.3292025.05 | 0.055 | 0.0679 | 0.8815 | |
| BT-HRuntime (s)=0.3212025.05 | 0.0574 | 0.081 | 0.867 | |
| BDSD-PCRuntime (s)=0.0592025.05 | 0.0625 | 0.073 | 0.8698 | |
| TV2026.06 | 0.071 | 0.12 | 0.8175 | |
| MSANInference Time(s)=9.76, Params(M)=2.62362026.06 | 0.0732 | 0.0794 | 0.8532 | |
| DCFNetRuntime (s)=0.5482025.05 | 0.0781 | 0.0508 | 0.8771 | |
| PNNInference Time(s)=2.89, Params(M)=0.10442026.06 | 0.117 | 0.0379 | 0.8496 | |
| FusionNetInference Time(s)=2.03, Params(M)=0.07862026.06 | 0.1321 | 0.1425 | 0.7445 | |
| PLRDiffRuntime (s)=40.1422025.05 | 0.1796 | 0.1037 | 0.7361 | |
| MARNetInference Time(s)=81.7, Params(M)=1.78732026.06 | 0.2191 | 0.1963 | 0.6291 | |
| PanMambaInference Time(s)=20.64, Params(M)=0.47442026.06 | 0.2297 | 0.0508 | 0.7317 | |
| BDSD2026.06 | 0.288 | 0.1844 | 0.5807 | |
| PSGANInference Time(s)=3.05, Params(M)=2.25152026.06 | 0.348 | 0.0691 | 0.607 | |
| LAGConvInference Time(s)=16.72, Params(M)=0.15142026.06 | 0.3531 | 0.0697 | 0.6018 |