Color JPEG Image Restoration on BSDS500 (test)
33.37PSNRGRL-S
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRL-SQF=402024.11 | 33.37 | 93.73 | — | |
| DRUNetQF=40, multi-noise training=true2024.11 | 33.26 | 93.63 | — | |
| SwinIRQF=402024.11 | 33.09 | 93.48 | — | |
| GRL-SQF=402023.03 | 32.79 | 92 | — | |
| Hi-IRQF=40, multi-noise training=true2024.11 | 32.75 | 93.29 | — | |
| GRL-SQF=302024.11 | 32.57 | 92.79 | — | |
| DRUNetQF=30, multi-noise training=true2024.11 | 32.42 | 92.65 | — | |
| FBCNN-CQuality Factor (QF)=402021.09 | 32.36 | 91.3 | 31.52 | |
| FBCNNQF=40, multi-noise training=true2024.11 | 32.36 | 93.01 | — | |
| FBCNNQF=402023.03 | 32.34 | 91.3 | — | |
| QGACQuality Factor (QF)=402021.09 | 32.25 | 91.5 | 31.5 | |
| SwinIRQF=302024.11 | 32.24 | 92.47 | — | |
| QGACQF=402023.03 | 32.05 | 91.2 | — | |
| Hi-IRQF=30, multi-noise training=true2024.11 | 31.87 | 92.19 | — | |
| GRL-SQF=302023.03 | 31.85 | 90.5 | — | |
| FBCNNQF=30, multi-noise training=true2024.11 | 31.49 | 91.89 | — | |
| FBCNN-CQuality Factor (QF)=302021.09 | 31.45 | 89.7 | 30.72 | |
| FBCNNQF=302023.03 | 31.43 | 89.7 | — | |
| GRL-SQF=202024.11 | 31.36 | 91.15 | — | |
| QGACQuality Factor (QF)=302021.09 | 31.33 | 89.8 | 30.7 | |
| QGACQF=302023.03 | 31.17 | 89.6 | — | |
| DRUNetQF=20, multi-noise training=true2024.11 | 31.12 | 90.87 | — | |
| SwinIRQF=202024.11 | 30.93 | 90.67 | — | |
| Hi-IRQF=20, multi-noise training=true2024.11 | 30.53 | 90.3 | — | |
| JPEGQuality Factor (QF)=402021.09 | 30.52 | 88.7 | 28.69 | |
| GRL-SQF=202023.03 | 30.49 | 87.8 | — | |
| JPEGQF=402023.03 | 30.28 | 88.2 | — | |
| FBCNNQF=20, multi-noise training=true2024.11 | 30.17 | 89.91 | — | |
| FBCNN-CQuality Factor (QF)=202021.09 | 30.14 | 86.7 | 29.56 | |
| FBCNNQF=202023.03 | 30.11 | 86.8 | — | |
| QGACQuality Factor (QF)=202021.09 | 30.01 | 86.9 | 29.53 | |
| QGACQF=202023.03 | 29.88 | 86.8 | — | |
| JPEGQuality Factor (QF)=302021.09 | 29.57 | 86.5 | 27.72 | |
| JPEGQF=302023.03 | 29.37 | 86.1 | — | |
| GRL-SQF=102024.11 | 29.11 | 87.27 | — | |
| JPEGQF=402024.11 | 28.93 | 88.25 | — | |
| DRUNetQF=10, multi-noise training=true2024.11 | 28.78 | 86.66 | — | |
| SwinIRQF=102024.11 | 28.54 | 86.35 | — | |
| JPEGQuality Factor (QF)=202021.09 | 28.21 | 82.7 | 26.37 | |
| Hi-IRQF=10, multi-noise training=true2024.11 | 28.18 | 85.86 | — | |
| GRL-SQF=102023.03 | 28.13 | 81.4 | — | |
| JPEGQF=202023.03 | 28.06 | 82.6 | — | |
| JDECQuality Factor (q)=10, Input Type=Spectra2024.04 | 28 | 81.9 | 27.67 | |
| JPEGQF=302024.11 | 27.96 | 86.4 | — | |
| FBCNN-CQuality Factor (QF)=102021.09 | 27.85 | 79.9 | 27.52 | |
| FBCNNQuality Factor (q)=102024.04 | 27.85 | 81.4 | 27.53 | |
| FBCNNQF=102023.03 | 27.77 | 80.3 | — | |
| QGACQuality Factor (q)=102024.04 | 27.75 | 81.9 | 27.48 | |
| QGACQuality Factor (QF)=102021.09 | 27.74 | 80.2 | 27.47 | |
| QGACQF=102023.03 | 27.62 | 80.4 | — | |
| IDCNQuality Factor (q)=102024.04 | 27.61 | 80.5 | 27.22 | |
| DMCNNQuality Factor (q)=102024.04 | 27.16 | 79.9 | 26.95 | |
| FBCNNQF=10, multi-noise training=true2024.11 | 27.1 | 84 | — | |
| DnCNNQuality Factor (q)=102024.04 | 26.82 | 79.3 | 26.53 | |
| JPEGQF=202024.11 | 26.63 | 83.1 | — | |
| JPEGQuality Factor (QF)=102021.09 | 25.84 | 74.1 | 24.13 | |
| JPEGQuality Factor (q)=10, Input Type=Spectra2024.04 | 25.84 | 75.3 | 24.13 | |
| JPEGQF=102023.03 | 25.69 | 74.3 | — | |
| JPEGQF=102024.11 | 24.46 | 76.12 | — |