Image Restoration on DIV2K 4x downsampling, white noise sigma_n=40 (test)
0.74CLIP-IQABIR-Adapter
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BIR-AdapterGuidance parameter (xi)=12025.09 | 0.74 | 0.512 | 69.686 | 0.488 | 19.006 | 0.635 | |
| BIR-AdapterGuidance parameter (xi)=0.92025.09 | 0.728 | 0.473 | 68.043 | 0.399 | 21.224 | 0.757 | |
| DiffBIR2025.09 | 0.655 | 0.363 | 49.157 | 0.648 | 18.39 | 0.699 | |
| PASD2025.09 | 0.585 | 0.399 | 62.501 | 0.449 | 20.733 | 0.721 | |
| SwinIR2025.09 | 0.568 | 0.307 | 57.649 | 0.404 | 21.725 | 0.804 | |
| SUPIR2025.09 | 0.532 | 0.363 | 65 | 0.359 | 21.87 | 0.765 | |
| DiT-SR2025.09 | 0.51 | 0.431 | 61.042 | 0.457 | 22.012 | 0.798 | |
| Real-ESRGAN2025.09 | 0.466 | 0.286 | 50.21 | 0.444 | 22.016 | 0.778 | |
| StableSR2025.09 | 0.451 | 0.27 | 50.377 | 0.436 | 22.788 | 0.794 |