| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| LOL v1 (test) | Resfusion | PSNR30.02 | 53 | 4d ago | |
| MDRS-Landsat | EvoIR | PSNR44.73 | 12 | 4d ago | |
| merged low | FID48.47 | 11 | 4d ago | ||
| Low-light enhancement dataset | ShadowDiffusion | LPIPS0.1 | 11 | 4d ago | |
| FoundIR-L | AutoDIR | PSNR21.91 | 10 | 4d ago | |
| Efficiency Benchmarking 256 x 256 input | Retinexformer | Params (M)1.61 | 8 | 4d ago | |
| LoL-C Level 1 1.0 (test) | VICT | Brightness20.72 | 8 | 4d ago | |
| SID-RGB (test) | RDDM | PSNR23.97 | 7 | 4d ago | |
| Visual In-Context Learning (V-ICL) Benchmark | VIRAL | PSNR25.24 | 5 | 4d ago | |
| 200 sampled images (test) | PromptFix | LPIPS0.161 | 5 | 4d ago | |
| LOL dataset | CIDNet + ORNet | MUSIQ74.88 | 4 | 4d ago | |
| LoL-C level 3 v1 (test) | VICT | PSNR (Brightness)18.34 | 4 | 4d ago | |
| LoL-C (test) | VICT | Brightness Score19.29 | 4 | 4d ago | |
| LoL-C level 5 (test) | VICT | Brightness Score18.19 | 4 | 4d ago | |
| LoL-C level 4 (val) | VICT | Brightness Degradation Score17.82 | 4 | 4d ago | |
| LoL-C level 1 (test) | VICT | PSNR (brightness)20.72 | 4 | 4d ago | |
| LoL-C level 2 corruptions (test) | VICT | PSNR (Brightness Corruption)19.29 | 4 | 4d ago | |
| LoL-C | Painter | Brightness Score17 | 4 | 4d ago | |
| LOL v2-real (evaluation) | Resfusion | PSNR22.06 | 3 | 4d ago |
