| LOL v1 (test) | Resfusion | PSNR30.02 | | 68 | 19d ago |
| BVI-RLV 40 dynamic scenes | Retinexformer | PSNR32.63 | | 26 | 2mo ago |
| LOL v1 | | NIQE4.24 | | 21 | 6d ago |
| LOL v1 | CEA-IR-S | PSNR23.58 | | 18 | 26d ago |
| LOL GT-Mean v2-Real | CLIP-LIT | NIQE9.126 | | 13 | 6d ago |
| LOL Normal v2-Real | Ours | NIQE4.218 | | 13 | 6d ago |
| LOL v1 (GT-Mean) | Ours | NIQE4.231 | | 13 | 6d ago |
| UHD-LL 1 (test) | IERR | PSNR27.87 | | 12 | 1mo ago |
| MDRS-Landsat | EvoIR | PSNR44.73 | | 12 | 3mo ago |
| merged low | | FID48.47 | | 11 | 3mo ago |
| Low-light enhancement dataset | ShadowDiffusion | LPIPS0.1 | | 11 | 3mo ago |
| FoundIR-L | AutoDIR | PSNR21.91 | | 10 | 3mo ago |
| MEF, NPE, DICM (unseen) | PVRF | NIQE3.4777 | | 9 | 1d ago |
| DID (413 HD pairs) | TempRetinex | PSNR32.24 | | 9 | 2mo ago |
| RealIR-Bench | RealRestorer | LPS0.597 | | 8 | 8d ago |
| LOL v2 | DiffUIR | PSNR26.14 | | 8 | 2mo ago |
| Efficiency Benchmarking 256 x 256 input | Retinexformer | Params (M)1.61 | | 8 | 3mo ago |
| LoL-C Level 1 1.0 (test) | VICT | Brightness20.72 | | 8 | 3mo ago |
| LWSR 10 (test) | CIDNet | NIQE3.708 | | 7 | 8d ago |
| LOL v1 51 (test) | Retinexformer | NIQE3.455 | | 7 | 8d ago |
| LIME | CLE Diffusion | NIQE5.317 | | 7 | 8d ago |
| DICM | ControlLight | NIQE3.522 | | 7 | 8d ago |
| LOL v2 (test) | DiffUIR | PSNR26.14 | | 7 | 8d ago |
| SID-RGB (test) | RDDM | PSNR23.97 | | 7 | 3mo ago |
| AIO-IR Low-light enhancement | DFPIR | PSNR25.92 | | 5 | 2mo ago |
