Low light image enhancement on LOL (PSNR, SSIM, LPIPS)
23.65PSNRLLFormer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLFormerFLOPs(G)=22.034, Params(M)=24.512026.06 | 23.65 | 81.6 | 0.169 | |
| SPWMFLOPs(G)=2.912, Params(M)=0.1252026.06 | 22.35 | 84.4 | 0.155 | |
| KinD++FLOPs(G)=2970.50, Params(M)=8.282026.06 | 21.8 | 82.9 | 0.158 | |
| CDANFLOPs(G)=8.41, Params(M)=3.582026.06 | 20.1 | 81.6 | 0.167 | |
| GLADNetFLOPs(G)=275.32, Params(M)=1.132026.06 | 19.72 | 68.2 | 0.321 | |
| UformerFLOPs(G)=45.9, Params(M)=50.882026.06 | 18.54 | 72.1 | 0.32 | |
| BBCU-liteBOPs=1 899.0 G2026.06 | 18.42 | 69.12 | — | |
| LogicIR-S-4RTBOPs=579.2 G, Rotational ensembling=4-rotation2026.06 | 18.3 | 73.26 | — | |
| LogicIR-SBOPs=142.1 G2026.06 | 18.22 | 69.85 | — | |
| ReActNetBOPs=2 269.5 G2026.06 | 18.2 | 70.11 | — | |
| HKLUTBOPs=1 227.0 G2026.06 | 18.08 | 70.4 | — | |
| Bi-RealBOPs=1 893.4 G2026.06 | 17.96 | 65.97 | — | |
| KinDFLOPs(G)=36.57, Params(M)=8.542026.06 | 17.64 | 77.1 | 0.175 | |
| EnGANFLOPs(G)=72.61, Params(M)=8.372026.06 | 17.48 | 65.2 | 0.322 | |
| RetinexNetFLOPs(G)=148.54, Params(M)=0.842026.06 | 16.77 | 42.5 | 0.4739 | |
| DRBNFLOPs(G)=42.41, Params(M)=0.582026.06 | 15.15 | 49.2 | 0.339 |