Hyperspectral image emulation on PROSAIL-simulated
0.12RMSEP2P
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| P2PCPU (images/s)=13.78, GPU (100 images/s)=55.112026.03 | 0.12 | 99.96 | 49.83 | 0.44 | |
| P2P-preCPU (images/s)=14.35, GPU (100 images/s)=69.342026.03 | 0.13 | 99.95 | 49.09 | 0.5 | |
| MLPCPU (images/s)=35.37, GPU (100 images/s)=124.732026.03 | 0.13 | 99.94 | 49.04 | 0.53 | |
| FC-VAE-preCPU (images/s)=0.55, GPU (100 images/s)=3.782026.03 | 0.35 | 99.77 | 41.08 | 1.29 | |
| FC-VAECPU (images/s)=0.55, GPU (100 images/s)=3.782026.03 | 0.55 | 99.56 | 37.39 | 1.83 | |
| GPRCPU (images/s)=11.752026.03 | 1.05 | 96.27 | 32.81 | 3.14 | |
| KRRCPU (images/s)=254.642026.03 | 3.8 | 81.54 | 19.8 | 4.62 |