Table 2 Performance across WIDER-FACE difficulty subsets.
From: Adaptive diffusion models for overcoming data scarcity in long-distance face recognition
Method | Subset | PSNR (dB) | SSIM | ArcFace Sim | Detection AP@0.5 |
|---|---|---|---|---|---|
CodeFormer | Easy | 28.14 | 0.823 | 0.742 | 0.681 |
Medium | 26.07 | 0.781 | 0.703 | 0.587 | |
Hard | 24.73 | 0.742 | 0.671 | 0.524 | |
DiffBIR | Easy | 29.73 | 0.851 | 0.768 | 0.709 |
Medium | 27.51 | 0.809 | 0.729 | 0.612 | |
Hard | 26.18 | 0.768 | 0.694 | 0.547 | |
OSDFace | Easy | 28.92 | 0.836 | 0.751 | 0.695 |
Medium | 26.83 | 0.794 | 0.716 | 0.598 | |
Hard | 25.41 | 0.751 | 0.683 | 0.538 | |
FADiff (Proposed) | Easy | 31.47 | 0.892 | 0.821 | 0.758 |
Medium | 29.12 | 0.856 | 0.782 | 0.684 | |
Hard | 27.84 | 0.821 | 0.743 | 0.612 |
