Defocus De-blurring on DPDD Indoor Scenes
28.89PSNRKBNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KBNetMACs=108G2026.01 | 28.89 | 88.3 | |
| RestormerMACs=141G2026.01 | 28.87 | 88.2 | |
| IFANMACs=363G2026.01 | 28.11 | 86.1 | |
| KPAC2026.01 | 27.97 | 85.2 | |
| Ours (Fine-tuned)MACs=63G, Fine-tuned=true2026.01 | 26.87 | 81.8 | |
| JNB2026.01 | 26.73 | 82.8 | |
| DPDNetMACs=991G2026.01 | 26.54 | 81.6 | |
| EBDB2026.01 | 25.77 | 77.2 | |
| DMENetMACs=11732026.01 | 25.5 | 78.8 | |
| NAFNetMACs=65G2026.01 | 24.44 | 76.6 | |
| Ours (Trained on GoPro)MACs=63G, Fine-tuned=false2026.01 | 19.93 | 68.6 |