Joint low-light enhancement and face restoration on FFHQ
22.59PSNRPASDiff
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PASDiffRestoration Approach=Joint2026.03 | 22.59 | 0.2559 | 0.2274 | 6.8031 | 1.6213 | |
| FDNRestoration Approach=Joint2026.03 | 18.56 | 0.4428 | 0.3031 | 9.4073 | 2.3465 | |
| LightenDiffusion -> DiffBIRRestoration Approach=Cascaded2026.03 | 18.2 | 0.3063 | 0.2284 | 7.299 | 2.1906 | |
| LightenDiffusion -> TSD-SRRestoration Approach=Cascaded2026.03 | 17.85 | 0.4126 | 0.2745 | 9.0737 | 2.6448 | |
| TSD-SR -> LightenDiffusionRestoration Approach=Cascaded2026.03 | 17.52 | 0.385 | 0.2931 | 9.0773 | 3.0751 | |
| DiffBIR -> LightenDiffusionRestoration Approach=Cascaded2026.03 | 16.62 | 0.4591 | 0.3024 | 8.9765 | 2.8251 | |
| LEDNetRestoration Approach=Joint2026.03 | 16.49 | 0.4135 | 0.2956 | 8.9023 | 2.8506 | |
| DarkIRRestoration Approach=Joint2026.03 | 15.74 | 0.4487 | 0.309 | 9.1225 | 2.6302 | |
| LIEDNetRestoration Approach=Joint2026.03 | 15.5 | 0.4397 | 0.3084 | 9.1932 | 2.658 | |
| VQCNIRRestoration Approach=Joint2026.03 | 14.35 | 0.4618 | 0.3164 | 9.3756 | 2.7004 | |
| URWKVRestoration Approach=Joint2026.03 | 13.59 | 0.4747 | 0.3321 | 9.5086 | 2.7045 |