Image Restoration on DIV2K Gaussian blur sigma_b=2, 4x downsampling (test)
0.788CLIP-IQADiffBIR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiffBIR2025.09 | 0.788 | 0.579 | 70.296 | 0.303 | 23.667 | 87.9 | |
| BIR-AdapterGuidance parameter (xi)=12025.09 | 0.782 | 0.554 | 69.51 | 0.363 | 21.072 | 80 | |
| BIR-AdapterGuidance parameter (xi)=0.92025.09 | 0.776 | 0.529 | 69.617 | 0.276 | 22.778 | 86.4 | |
| StableSR2025.09 | 0.582 | 0.362 | 63.169 | 0.252 | 25.213 | 91.5 | |
| SwinIR2025.09 | 0.581 | 0.39 | 65.269 | 0.215 | 25.665 | 93.3 | |
| Real-ESRGAN2025.09 | 0.57 | 0.39 | 64.811 | 0.231 | 25.149 | 92.3 | |
| SUPIR2025.09 | 0.568 | 0.38 | 66.602 | 0.247 | 24.438 | 89.4 | |
| DiT-SR2025.09 | 0.563 | 0.403 | 63.302 | 0.267 | 26.18 | 94.6 | |
| PASD2025.09 | 0.476 | 0.326 | 56.439 | 0.281 | 25.811 | 91.4 |