Joint Demosaicking and Video Frame Interpolation on Proposed Polarization Video Benchmark 1.0 (test)
34.631PSNR (Input)Ours
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours2026.05 | 34.631 | 33.31 | 0.944 | 0.854 | 5.922 | |
| VFIT + PIDSRVFI Method=VFIT, SR Method=PIDSR2026.05 | 34.052 | 32.343 | 0.94 | 0.829 | 11.443 | |
| SuperSloMo + PIDSRVFI Method=SuperSloMo, SR Method=PIDSR2026.05 | 33.977 | 32.021 | 0.939 | 0.818 | 11.843 | |
| BF-STVSR-12chChannels=122026.05 | 32.654 | 29.763 | 0.928 | 0.776 | 8.437 | |
| VideoINR-12chChannels=122026.05 | 32.423 | 29.732 | 0.924 | 0.771 | 8.583 | |
| MoTIF-12chChannels=122026.05 | 32.292 | 29.859 | 0.933 | 0.788 | 8.558 | |
| SCUBA + PIDSRVFI Method=SCUBA, SR Method=PIDSR2026.05 | 30.471 | 31.289 | 0.894 | 0.796 | 12.769 | |
| VFIT + PUGDiffVFI Method=VFIT, SR Method=PUGDiff2026.05 | 30.225 | 31.043 | 0.897 | 0.8 | 8.907 | |
| SCUBA + PUGDiffVFI Method=SCUBA, SR Method=PUGDiff2026.05 | 30.212 | 30.876 | 0.896 | 0.791 | 9.995 | |
| MoTIFChannels=Standard2026.05 | 29.687 | 22.519 | 0.892 | 0.66 | 11.415 | |
| BF-STVSRChannels=Standard2026.05 | 29.472 | 22.214 | 0.89 | 0.656 | 11.481 | |
| VideoINRChannels=Standard2026.05 | 29.388 | 22.218 | 0.886 | 0.657 | 11.255 | |
| VFIT + ATDVFI Method=VFIT, SR Method=ATD2026.05 | 28.983 | 22.39 | 0.875 | 0.658 | 14.693 | |
| SCUBA + ATDVFI Method=SCUBA, SR Method=ATD2026.05 | 28.941 | 22.585 | 0.875 | 0.657 | 15.106 | |
| SuperSloMo + PUGDiffVFI Method=SuperSloMo, SR Method=PUGDiff2026.05 | 28.039 | 30.299 | 0.862 | 0.781 | 8.784 | |
| SuperSloMo + ATDVFI Method=SuperSloMo, SR Method=ATD2026.05 | 27.322 | 23.073 | 0.847 | 0.657 | 14.626 |