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ResearchFormerly WizWand

Low-Light Image Enhancement on LOL4K UHD (test)

37.334PSNRLLFormer
11.53139218.23014624.928931.627654Aug 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LLFormerArchitecture=Transformer-based2024.0837.3340.98620.020.0116
RestormerArchitecture=Transformer-based2024.0836.90940.98810.02260.0117
ExpoMamba_lModel size=large, Dynamic adjustment=true2024.0835.230.9890.0630.0451
UHD-Four2024.0835.1010.99010.021—
UformerArchitecture=Transformer-based2024.0829.9870.98040.03420.0376
ExpoMamba_sModel size=small, Dynamic adjustment=true2024.0828.330.9730.0820.0315
DSLRArchitecture=Unsupervised CNN2024.0827.33610.92310.12170.0341
RetinexNetArchitecture=Unsupervised CNN2024.0821.67020.90860.14780.069
KinDArchitecture=Unsupervised CNN2024.0818.46380.88630.12970.106
ELGANConfig=Retinex-based/Unsupervised2024.0818.36930.86420.19670.1011
Z-DCEArchitecture=Zero-shot2024.0817.18730.84980.19250.1465
SRIEArchitecture=Supervised CNN2024.0816.7730.83650.14950.1416
Z-DCE++Architecture=Zero-shot2024.0815.57930.83460.22230.1701
RUASConfig=Retinex-based/Unsupervised2024.0814.68060.75750.27360.169
MSRCRArchitecture=Supervised CNN2024.0812.52380.81060.21360.2039