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ResearchFormerly WizWand

Defocus Deblurring on Noisier DPD v1 (simulated noise) (test)

25.48PSNRGKMNet
24.013624.394324.77525.1557Oct 31, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GKMNetnoise_sigma=1, training_mode=retrained (+)2021.1025.480.7890.221
GKMNetnoise_sigma=1, training_mode=original2021.1025.430.7840.225
AttNetnoise_sigma=1, training_mode=original2021.1025.180.7830.221
AttNetnoise_sigma=1, training_mode=retrained (+)2021.1025.180.7830.221
GKMNetnoise_sigma=3, training_mode=retrained (+)2021.1025.120.760.247
DPDNet-Dnoise_sigma=1, training_mode=retrained (+)2021.1025.090.7880.22
DPDNet-Dnoise_sigma=1, training_mode=original2021.1025.080.7880.22
GKMNetnoise_sigma=3, training_mode=original2021.1025.020.7580.246
GKMNetnoise_sigma=5, training_mode=retrained (+)2021.1024.920.7420.273
AttNetnoise_sigma=3, training_mode=retrained (+)2021.1024.850.7530.255
AttNetnoise_sigma=3, training_mode=original2021.1024.770.7490.261
DPDNet-Dnoise_sigma=3, training_mode=retrained (+)2021.1024.760.7480.248
DPDNet-Dnoise_sigma=3, training_mode=original2021.1024.730.7460.248
GKMNetnoise_sigma=5, training_mode=original2021.1024.610.7120.299
SRNnoise_sigma=1, training_mode=retrained (+)2021.1024.610.6970.316
SRNnoise_sigma=1, training_mode=original2021.1024.580.6920.315
SRNnoise_sigma=3, training_mode=retrained (+)2021.1024.530.6720.36
SRNnoise_sigma=3, training_mode=original2021.1024.480.6680.366
AttNetnoise_sigma=5, training_mode=retrained (+)2021.1024.480.6810.332
DPDNet-Dnoise_sigma=5, training_mode=retrained (+)2021.1024.370.710.379
AttNetnoise_sigma=5, training_mode=original2021.1024.360.660.347
SRNnoise_sigma=5, training_mode=retrained (+)2021.1024.340.6320.399
SRNnoise_sigma=5, training_mode=original2021.1024.30.6280.411
DPDNet-Dnoise_sigma=5, training_mode=original2021.1024.070.6650.441