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ResearchFormerly WizWand

Exposure Correction on MSEC Under 1 (test)

23.407PSNRCoTF
9.1829212.8757116.568520.26129May 12, 2026May 14, 2026May 16, 2026May 19, 2026May 21, 2026May 23, 2026May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoTFLearning Type=SL, Reference=CVPR’ 242026.0523.4070.8630.144
SLOTLearning Type=SL, Reference=CVPR’ 252026.0523.1270.8620.141
FECNetLearning Type=SL, Reference=ECCV’ 222026.0522.8270.8520.179
MSLTLearning Type=SL, Reference=WACV’ 242026.0522.3550.8420.172
CMECLearning Type=SL, Reference=BMVC’ 212026.0521.60.8540.153
IATLearning Type=SL, Reference=BMVC’ 222026.0521.3740.8180.192
ECMsupervision=Supervised2026.0520.710.873—
MSECLearning Type=SL, Reference=CVPR’ 212026.0520.5820.8180.188
ZeroIDIRLearning Type=UL, Reference=Ours2026.0520.5730.8050.193
DPED (BB)supervision=Supervised2026.0520.060.685—
DPE (S-FiveK)supervision=Supervised2026.0519.720.702—
Afifi et al. w/o Ladvsupervision=Supervised2026.0519.690.742—
Afifi et al. w/ Ladvsupervision=Supervised2026.0519.650.737—
PSENetLearning Type=UL, Reference=WACV’ 232026.0519.3850.8010.21
Deep UPEsupervision=Supervised, low_light_specialization=true2026.0519.110.741—
HICNetsupervision=Unsupervised2026.0519.040.811—
ExposureLearning Type=UL, Reference=ToG’ 182026.0519.0280.7770.22
UECLearning Type=UL, Reference=ECCV’ 242026.0519.0130.7950.199
WVMsupervision=Unsupervised, training_free=true2026.0518.620.735—
DPE (U-FiveK)supervision=Supervised2026.0518.50.677—
HDR CNNsupervision=Supervised2026.0518.470.698—
QuadPriorsupervision=Unsupervised2026.0517.950.79—
UECsupervision=Unsupervised2026.0517.420.812—
DPE (HDR)supervision=Supervised2026.0517.40.673—
HQECsupervision=Unsupervised, training_free=true2026.0516.910.706—
DUALLearning Type=UL, Reference=CFG’ 192026.0516.8790.7270.291
HEsupervision=Unsupervised, training_free=true2026.0516.580.679—
PECLearning Type=UL, Reference=Arxiv’ 222026.0516.3710.7580.226
CLAHEsupervision=Unsupervised, training_free=true2026.0516.350.621—
SCI (Retraining)supervision=Unsupervised, low_light_specialization=true2026.0516.350.736—
Zero-DCEsupervision=Unsupervised, low_light_specialization=true2026.0514.960.594—
LIMEsupervision=Unsupervised, training_free=true, low_light_specialization=true2026.0514.640.671—
ExCNetLearning Type=UL, Reference=MM’ 192026.0513.470.6990.274
RetinexNetsupervision=Supervised, low_light_specialization=true2026.0512.490.619—
SCI (Official)supervision=Unsupervised, low_light_specialization=true2026.059.730.638—