Hyperspectral image emulation on Sentinel-3
3.68RMSEFC-VAE-pre
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FC-VAE-prePre-training=true, CPU throughput (images/s)=2.11, GPU throughput (100 images/s)=5.152026.03 | 3.68 | 92.57 | 34.36 | 3.09 | |
| FC-VAECPU throughput (images/s)=2.11, GPU throughput (100 images/s)=5.312026.03 | 6.05 | 89.38 | 33.78 | 3.73 | |
| MLPCPU throughput (images/s)=15.67, GPU throughput (100 images/s)=36.792026.03 | 9.97 | 86.42 | 27.63 | 4.65 | |
| P2PCPU throughput (images/s)=7.68, GPU throughput (100 images/s)=14.322026.03 | 10.32 | 81.52 | 26.83 | 5.22 | |
| P2P-prePre-training=true, CPU throughput (images/s)=7.68, GPU throughput (100 images/s)=15.462026.03 | 10.4 | 81.99 | 26.74 | 5.1 | |
| GPRCPU throughput (images/s)=0.012026.03 | 12.32 | 77.94 | 25.8 | 7.3 | |
| KRRCPU throughput (images/s)=110.572026.03 | 15.3 | 77.08 | 22.42 | 10.44 |