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ResearchFormerly WizWand

Low-light Image Enhancement on LOL real v2 (PSNR, SSIM, LPIPS, FID)

31.223PSNRSCEM equipped Diffusion
13.6126818.1845922.756527.32841Feb 27, 2026Mar 12, 2026Mar 25, 2026Apr 7, 2026Apr 20, 2026May 3, 2026May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SCEM equipped Diffusion2026.0231.22392.60.04436.875
DFC-IR2026.0529.270.9290.06238.95
DiffLLReference=ACM TOG’232026.0228.85787.60.20745.359
DA-RCOT2026.0528.320.9050.08765.68
MoCE-IR2026.0528.180.9020.10684.57
AdaIR2026.0528.090.8990.09570.11
DFPIR2026.0527.740.8710.10476.29
PromptIR2026.0527.610.8680.10981.43
VLU-Net2026.0527.250.8810.1188.49
Restormer2026.0527.110.8770.11285.67
RestormerReference=CVPR’ 222026.0224.9185.10.26458.649
LightendiffusionReference=ECCV’ 242026.0222.69785.30.30675.582
UHDFour2xReference=ICLR’ 232026.0221.78585.40.29260.837
SNRNetReference=CVPR’ 222026.0221.4884.90.23754.532
URetinex-NetReference=CVPR’ 222026.0221.09385.80.20849.836
QuadPriorReference=CVPR’ 242026.0220.59281.10.202—
MIRNetReference=ECCV’ 202026.0220.02820.23349.108
WeatherDiffReference=TPAMI’ 232026.0220.00982.90.25359.67
CDEFReference=TMM’ 222026.0219.757630.34974.055
EnlightenGANReference=TIP’ 212026.0218.67667.80.36484.044
DRBNReference=CVPR’ 202026.0218.46676.80.35289.085
UformerReference=CVPR’ 222026.0218.44275.90.34798.138
Zero-DCEReference=CVPR’ 202026.0218.059580.35280.449
RetinexNetReference=BMVC’ 182026.0217.71565.20.436133.905
LIMEReference=TIP’ 162026.0217.48350.50.428118.171
NPEReference=TIP’ 132026.0217.33346.40.396100.025
SCIReference=CVPR’ 222026.0217.304540.34567.624
DSLRReference=TMM’ 202026.021759.60.408114.306
RUASReference=CVPR’ 212026.0215.35149.50.39594.162
DDIMReference=ICLR’ 212026.0215.2878.80.38776.387
PaletteReference=SIGGRAPH’222026.0214.70369.20.33383.942
SRIEReference=CVPR’ 162026.0214.45152.40.33278.834
ReLLIEReference=ACM MM’ 212026.0214.453.60.33479.838
GDPReference=CVPR’ 232026.0214.2949.30.435102.416