Hyperspectral Image Super-Resolution on Pavia Center (test)
0.02RMSEOracle
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Oracle2025.10 | 0.02 | 35.18 | 96.9 | 99.5 | 1.89 | 3.52 | |
| SpectraMorphTime (s)=42.08, Params (M)=0.0289, FLOPs (G)=45.98, GPU Mem (MB)=331.822025.10 | 0.0216 | 34.42 | 96.7 | 99.5 | 2 | 3.83 | |
| MIMO-SSTTime (s)=706.33, Params (M)=1.8802, FLOPs (G)=87.91, GPU Mem (MB)=575.902025.10 | 0.0217 | 35.02 | 96.3 | 99.3 | 2.01 | 4.19 | |
| FusFormerTime (s)=19432.89, Params (M)=0.1455, FLOPs (G)=1884.16, GPU Mem (MB)=6321.712025.10 | 0.0226 | 33.58 | 96.8 | 99.3 | 2.09 | 4.49 | |
| FeINFNTime (s)=5131.20, Params (M)=3.4048, FLOPs (G)=490.85, GPU Mem (MB)=1459.952025.10 | 0.0253 | 32.48 | 96.4 | 99.2 | 2.33 | 4.83 | |
| SpectraLiftTime (s)=90.84, Params (M)=0.0278, FLOPs (G)=43.41, GPU Mem (MB)=304.912025.10 | 0.0272 | 33.88 | 95.8 | 98.8 | 2.36 | 4.8 | |
| C2FFTime (s)=85.77, Params (M)=0.0586, FLOPs (G)=8.43, GPU Mem (MB)=1094.102025.10 | 0.0286 | 33.38 | 95.6 | 98.8 | 2.46 | 4.9 | |
| GuidedNetTime (s)=723.75, Params (M)=3.4408, FLOPs (G)=263.18, GPU Mem (MB)=92.442025.10 | 0.0293 | 31.1 | 95.4 | 99.2 | 2.68 | 4.98 | |
| SDPTime (s)=1085.04, Params (M)=4.6011, FLOPs (G)=724.77, GPU Mem (MB)=9375.142025.10 | 0.0298 | 32.11 | 95.2 | 98.8 | 2.61 | 5.58 | |
| MIAETime (s)=314.86, Params (M)=0.0878, FLOPs (G)=68.30, GPU Mem (MB)=1677.582025.10 | 0.0434 | 28.67 | 90.1 | 98.4 | 3.58 | 6.99 | |
| SSSRTime (s)=67.55, Params (M)=0.0098, FLOPs (G)=0.000020, GPU Mem (MB)=304.912025.10 | 0.064 | 25.67 | 83.9 | 95.8 | 5.26 | 6.28 |