Hyperspectral Super-resolution on Botswana 80 LR HSI-HR MSI configurations (test)
0.0135RMSEMIMO-SST
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MIMO-SSTTime (s)=365.49, Params (M)=2.0289, FLOPs (G)=53.87, GPU Mem (MB)=367.982025.07 | 0.0135 | 37.76 | 0.973 | 0.998 | 1.35 | 1.54 | |
| SpectraLiftTime (s)=93.97, Params (M)=0.0306, FLOPs (G)=23.03, GPU Mem (MB)=209.002025.07 | 0.0145 | 37.04 | 0.974 | 0.997 | 1.6 | 1.46 | |
| C2FFTime (s)=74.82, Params (M)=0.0776, FLOPs (G)=5.48, GPU Mem (MB)=716.482025.07 | 0.0157 | 36.51 | 0.97 | 0.998 | 1.48 | 1.59 | |
| MIAETime (s)=162.78, Params (M)=0.0190, FLOPs (G)=7.09, GPU Mem (MB)=552.002025.07 | 0.0184 | 35.06 | 0.954 | 0.997 | 1.75 | 1.77 | |
| SDPTime (s)=698.01, Params (M)=5.4788, FLOPs (G)=416.77, GPU Mem (MB)=4835.412025.07 | 0.0186 | 34.82 | 0.951 | 0.995 | 2.29 | 1.97 | |
| GuidedNetTime (s)=439.14, Params (M)=4.7894, FLOPs (G)=162.62, GPU Mem (MB)=68.652025.07 | 0.0197 | 34.25 | 0.927 | 0.986 | 4.11 | 1.93 | |
| SSSRTime (s)=86.12, Params (M)=0.0194, FLOPs (G)=0.000039, GPU Mem (MB)=208.972025.07 | 0.0205 | 34.2 | 0.953 | 0.996 | 1.93 | 1.69 | |
| FeINFNTime (s)=2718.46, Params (M)=3.5485, FLOPs (G)=266.91, GPU Mem (MB)=919.152025.07 | 0.0225 | 33.44 | 0.946 | 0.995 | 1.95 | 2.53 | |
| FusFormerTime (s)=8333.27, Params (M)=0.1662, FLOPs (G)=944.11, GPU Mem (MB)=6299.682025.07 | 0.0294 | 31.1 | 0.78 | 0.815 | 11.23 | 3.35 |