| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DP Dataset Combined 1.0 (test) | GRLD-B | PSNR27.04 | 63 | 1mo ago | |
| DP Dataset Outdoor 1.0 (test) | GRLD-B | PSNR24.39 | 60 | 1mo ago | |
| DP Dataset Indoor 1.0 (test) | Restormer-LocalD | PSNR29.83 | 54 | 1mo ago | |
| Noisier DPD v1 (simulated noise) (test) | GKMNet | PSNR25.48 | 24 | 1mo ago | |
| RTF (test) | GKMNet | PSNR25.72 | 24 | 1mo ago | |
| DPD (test) | Uformer-B | PSNR26.28 | 19 | 1mo ago | |
| LSD | UnSCAR | PSNR23.62 | 18 | 1mo ago | |
| DPD Outdoor Scenes | Hi-IRD-B | PSNR24.46 | 17 | 1mo ago | |
| DPD-blur Average 1 (test) | LDP | PSNR27.24 | 12 | 1mo ago | |
| DPD-blur Indoor Scenes 1 (test) | LDP | PSNR24.73 | 12 | 1mo ago | |
| DPD-blur Outdoor Scenes 1 (test) | LDP | PSNR29.88 | 12 | 1mo ago | |
| RDPD (test) | LDP | PSNR33.44 | 12 | 1mo ago | |
| DDD-syn | LDP | PSNR38.62 | 12 | 1mo ago | |
| DPDD 1 (test) | MPT | PSNR26.27 | 10 | 1mo ago | |
| DPDD | GenRefocus | CLIP-IQA0.4619 | 8 | 1mo ago | |
| REALDOF | GenRefocus | CLIP-IQA0.4575 | 8 | 1mo ago | |
| Smartphone focus stack dataset | DC2 | PSNR24.79 | 4 | 1mo ago | |
| DPD dataset 1680x1120 resolution (test) | DPDNet | Estimation Time (s)0 | 4 | 1mo ago | |
| NTIRE2021 Defocus Deblurring Challenge 1 (test) | ATTSF | PSNR25.98 | 2 | 1mo ago |
