Table 4 Ablation Analysis: Highlighting the Best Performance in bold.
LF Type | Sparse (syn) | Sparse (real) | Dense (syn) | ||
|---|---|---|---|---|---|
Name | 4-Syn | 9-Syn | CD | Single Occ | Double Occ |
w/o ResAspp | 26.42 / 0.854 | 27.69 / 0.865 | 25.01 / 0.864 | 29.33 / 0.815 | 27.23 / 0.812 |
w/o RFB | 26.45 / 0.850 | 27.99 / 0.876 | 24.85 / 0.863 | 28.73 / 0.810 | 29.54 / 0.809 |
w/o RDB | 26.24 / 0.845 | 26.77 / 0.847 | 25.05 / 0.867 | 29.00 / 0.832 | 27.60 / 0.830 |
w/o FPN | 25.96 / 0.831 | 26.80 / 0.841 | 24.41 / 0.832 | 27.94 / 0.819 | 26.37 / 0.821 |
w/o Refinement | 26.21 / 0.854 | 27.06 / 0.857 | 25.04 / 0.860 | 28.36 / 0.806 | 27.07 / 0.802 |
LF-PyrNet (Ours) | 27.41 / 0.872 | 28.13 / 0.870 | 25.79 / 0.887 | 31.96 / 0.826 | 30.11 / 0.828 |
