Image Deblurring on ARKitScenes
37.28PSNR (dB)Depth-NAFNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Depth-NAFNetParameters (M)=23.7, FLOPs (G)=1388, Runtime (s)=7.28, Memory (MB)=11260, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 37.28 | 94.34 | 0.2433 | |
| NAFNetParameters (M)=17.1, FLOPs (G)=673, Runtime (s)=4.54, Memory (MB)=4216, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 37.24 | 94.3 | 0.2474 | |
| Depth-RestormerParameters (M)=30, FLOPs (G)=8786, Runtime (s)=55.84, Memory (MB)=41304, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 36.62 | 94.46 | 0.2223 | |
| EDIBNetchannel=32, Parameters (M)=11.3, FLOPs (G)=178, Runtime (s)=0.4, Memory (MB)=816, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 35.1 | 96.81 | 0.2971 | |
| EDIBNetchannel=16, Parameters (M)=2.84, FLOPs (G)=44, Runtime (s)=0.2, Memory (MB)=358, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 34.73 | 96.73 | 0.3117 | |
| EDIBNetdepth & adapter=w/o, Parameters (M)=1.45, FLOPs (G)=15, Runtime (s)=0.12, Memory (MB)=280, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 34.59 | 96.67 | 0.3093 | |
| RestormerParameters (M)=26.1, FLOPs (G)=4083, Runtime (s)=46.56, Memory (MB)=32456, Resolution=1440x1920 (RGB), 192x256 (depth)2026.01 | 34.52 | 93.18 | 0.2596 |