Heterogeneous Stereo Deblurring on HSD
32.92PSNRNAFNet + PECA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NAFNet + PECABackbone=NAFNet, Variant=+ PECA (Ours), Input=Stereo, Params. (M)=34.17, MACs (G)=1589.62026.06 | 32.92 | 96.69 | |
| Restormer + PECABackbone=Restormer, Variant=+ PECA (Ours), Input=Stereo, Params. (M)=20.05, MACs (G)=2857.82026.06 | 32.47 | 96.36 | |
| NAFNet + channel-expansionBackbone=NAFNet, Variant=+ channel-expansion, Input=Single, Params. (M)=38.22, MACs (G)=1860.52026.06 | 32.28 | 95.9 | |
| NAFNet + stereo concatenationBackbone=NAFNet, Variant=+ stereo concatenation, Input=Stereo, Params. (M)=33.38, MACs (G)=1567.42026.06 | 32.24 | 96.04 | |
| XYDeblur + PECABackbone=XYDeblur, Variant=+ PECA (Ours), Input=Stereo, Params. (M)=7.42, MACs (G)=1376.42026.06 | 32.22 | 96.2 | |
| NAFNet baselineBackbone=NAFNet, Variant=baseline, Input=Single, Params. (M)=17.08, MACs (G)=832.62026.06 | 32.16 | 95.79 | |
| XYDeblur + stereo concatenationBackbone=XYDeblur, Variant=+ stereo concatenation, Input=Stereo, Params. (M)=7.37, MACs (G)=1373.52026.06 | 31.96 | 95.95 | |
| Restormer + stereo concatenationBackbone=Restormer, Variant=+ stereo concatenation, Input=Stereo, Params. (M)=19.94, MACs (G)=2851.32026.06 | 31.83 | 95.81 | |
| Restormer + channel-expansionBackbone=Restormer, Variant=+ channel-expansion, Input=Single, Params. (M)=22.17, MACs (G)=3754.72026.06 | 31.17 | 94.71 | |
| Restormer baselineBackbone=Restormer, Variant=baseline, Input=Single, Params. (M)=12.59, MACs (G)=2139.82026.06 | 30.94 | 94.44 | |
| XYDeblur + channel-expansionBackbone=XYDeblur, Variant=+ channel-expansion, Input=Single, Params. (M)=7.68, MACs (G)=1650.12026.06 | 30.92 | 94.62 | |
| XYDeblur baselineBackbone=XYDeblur, Variant=baseline, Input=Single, Params. (M)=4.92, MACs (G)=1056.52026.06 | 30.76 | 94.44 |