Defocus-to-focus restoration on Real fast-scan SEM images (test)
22.8PSNRMRN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MRN2026.04 | 22.8 | 70 | 0.35 | 9.9 | |
| ViT-MAE + MoE2026.04 | 22.6 | 70 | 0.32 | 9.9 | |
| BM3D2026.04 | 17.8 | 63 | 0.34 | 8.2 | |
| Fast-scan InputState=Defocused2026.04 | 17.7 | 62 | 0.35 | 7.9 | |
| ViT-MAEPre-training=SEM-pre.2026.04 | 17.7 | 64 | 0.34 | 5.3 | |
| Noise2VoidAlias=N2V2026.04 | 17.4 | 47 | 0.34 | 10 | |
| Noise2NoiseAlias=N2N2026.04 | 17.2 | 46 | 0.34 | 11.1 | |
| Richardson–Lucy2026.04 | 15.8 | 53 | 0.37 | 11.2 | |
| Wiener Filter2026.04 | 11.9 | 23 | 0.54 | 11.3 |