Circular Deblurring on DIV2K (test)
32.46PSNRUNet-Jin
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UNet-JinDifference=+ Circular pad.2026.03 | 32.46 | 94.17 | 0.0323 | 43.16 | 20.63 | 982 | |
| UNet-JinDifference=+ Filtered Upconv.2026.03 | 32.24 | 93.82 | 0.0333 | 46.33 | 20.34 | 293 | |
| UNet-JinDifference=+ Filtered GELU2026.03 | 32.22 | 93.83 | 0.0331 | 43.55 | 20.48 | 302 | |
| UNet-AFDifference=+ BlurPool2026.03 | 32.22 | 93.73 | 0.033 | 81.63 | 20.81 | 290 | |
| UNet-JinDifference=+ LayerNorm-AF2026.03 | 32.16 | 93.83 | 0.0355 | 38.41 | 18.4 | 1,230 | |
| UNet-JinDifference=+ Res conn.2026.03 | 31.64 | 92.8 | 0.0402 | 38.2 | 12.86 | 2,114 | |
| UNet-Ronneberger2026.03 | 31.28 | 93.16 | 0.0377 | 37.6 | 9.1 | 2,494 | |
| Blurred images2026.03 | 26.24 | 81.7 | 0.2258 | — | — | — |