Low-light Enhancement on RealIR-Bench
0.597LPSRealRestorer
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RealRestorerOpen-source=Yes2026.03 | 0.597 | 1.36 | 0.11 | — | — | — | — | |
| GPT–Image–1.5Open-source=No2026.03 | 0.523 | 1.048 | 0.1 | — | — | — | — | |
| Nano Banana ProOpen-source=No2026.03 | 0.467 | 0.72 | 0.077 | — | — | — | — | |
| Seedream 4.5Open-source=No2026.03 | 0.423 | 0.6 | 0.069 | — | — | — | — | |
| Step1X–EditOpen-source=Yes2026.03 | 0.306 | 0.34 | 0.047 | — | — | — | — | |
| LongCat–Image–EditOpen-source=Yes2026.03 | 0.158 | 0.12 | 0.02 | — | — | — | — | |
| Qwen–Image–Edit–2511Open-source=Yes2026.03 | 0.122 | 0.08 | 0.014 | — | — | — | — | |
| FLUX.1-Kontext-devOpen-source=Yes2026.03 | 0.108 | 0.16 | 0.029 | — | — | — | — | |
| CIDNet2026.05 | — | — | — | 4.129 | 0.377 | 0.353 | 62.41 | |
| CLE Diffusion2026.05 | — | — | — | 3.887 | 0.423 | 0.347 | 60.1 | |
| ControlLight2026.05 | — | — | — | 3.748 | 0.55 | 0.491 | 67.96 | |
| DarkIR2026.05 | — | — | — | 5.097 | 0.374 | 0.358 | 63.3 | |
| LLFormer2026.05 | — | — | — | 3.866 | 0.236 | 0.25 | 49.14 | |
| QuadPrior2026.05 | — | — | — | 4.659 | 0.305 | 0.27 | 51.86 | |
| Retinexformer2026.05 | — | — | — | 4.2 | 0.286 | 0.277 | 52.98 |