Image Enhancement on LCDP
19.19PSNRDiffusion-based
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diffusion-based2026.04 | 19.19 | 74 | 48.3 | 6.32 | |
| IA-CLAHETile grid size=1 × 12026.04 | 18.53 | 76 | 16.15 | 3.47 | |
| ZeroDCE++2026.04 | 18.2 | 75 | 17.15 | 3.41 | |
| IA-CLAHETile grid size=8 × 82026.04 | 17.77 | 72 | 17.35 | 3.38 | |
| CLAHETile grid size=1 × 12026.04 | 16.69 | 71 | 28.56 | 3.6 | |
| IA-3DLUT2026.04 | 16.55 | 56 | 28.29 | 3.89 | |
| HE2026.04 | 15.79 | 71 | 25.09 | 3.56 | |
| RB-CLAHETile grid size=8 × 82026.04 | 15.59 | 60 | 19.94 | 3.76 | |
| RB-CLAHETile grid size=1 × 12026.04 | 15.47 | 60 | 20.56 | 3.8 | |
| Transformer-based2026.04 | 15.41 | 54 | 65.07 | 6.81 | |
| LB-CLAHE2026.04 | 14.05 | 53 | 39.06 | 3.61 | |
| CLAHETile grid size=8 × 82026.04 | 13.28 | 51 | 40.07 | 3.6 |