Video SCI Reconstruction on Six Video SCI Suite 256x256x8, Unseen Mask Standard (test)
32.73PSNR (Kobe)BIRNAT-w-FT
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BIRNAT-w-FTFine-tuning (FT)=true, AD Time=20376, Test Time=0.162021.03 | 32.73 | 0.952 | 29.3 | 0.941 | 38.83 | 0.975 | 42.16 | 0.989 | 28.93 | 0.923 | 27.48 | 0.907 | 33.23 | 0.948 | |
| MetaSCIAdaptation (AD)=true, AD Time=1004, Test Time=0.0252021.03 | 30.1 | 0.905 | 27.01 | 0.891 | 37.01 | 0.969 | 40.52 | 0.982 | 28.35 | 0.904 | 27.22 | 0.901 | 31.7 | 0.925 | |
| U-net-w-FTFine-tuning (FT)=true, AD Time=2013, Test Time=0.03122021.03 | 29.81 | 0.811 | 24.7 | 0.843 | 34.31 | 0.951 | 36.51 | 0.95 | 26.98 | 0.86 | 26.54 | 0.89 | 29.81 | 0.884 | |
| BIRNAT-w/o-FTFine-tuning (FT)=false, AD Time=0, Test Time=0.162021.03 | 21.45 | 0.243 | 18.55 | 0.186 | 26.67 | 0.796 | 26.12 | 0.539 | 24.22 | 0.559 | 22.29 | 0.509 | 23.22 | 0.387 | |
| U-net-w/o-FTFine-tuning (FT)=false, AD Time=0, Test Time=0.03122021.03 | 20.13 | 0.221 | 16.63 | 0.165 | 23.15 | 0.765 | 23.02 | 0.502 | 22.85 | 0.527 | 20.94 | 0.486 | 21.12 | 0.443 |