List your company
ResearchFormerly WizWand

Denoising on LSUN Bed + Cat Average (val)

34.7PSNRCARD
9.11615.75822.429.042Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CARDCategory=Ours, Noise Level sigma_0=0.12025.1234.70.06
DDRMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.12025.1231.90.12
BM3DCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.12025.1230.10.14
CARDCategory=Ours, Noise Level sigma_0=0.52025.1229.60.14
DDNMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.12025.1228.40.25
CARDCategory=Ours, Noise Level sigma_0=0.92025.1227.20.19
PCSTCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.12025.1226.20.34
BM3DCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.52025.1226.10.32
DDRMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.52025.12260.27
Noise2InfoCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.12025.1225.90.23
APRRD-NBSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.12025.1225.60.31
Noise2InfoCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.52025.1225.40.24
APRRD-BSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.12025.1224.30.26
DDRMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.92025.12240.32
Noise2InfoCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.92025.1223.90.29
DnCNNCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.12025.1223.60.2
APRRD-NBSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.52025.1223.10.45
APRRD-BSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.52025.1222.60.37
BM3DCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.92025.1222.40.5
DnCNNCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.52025.1221.20.45
APRRD-NBSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.92025.1221.20.55
APRRD-BSNCategory=Learning-Based (correlated), Noise Level sigma_0=0.92025.1220.80.5
PCSTCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.52025.1220.20.63
DnCNNCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.92025.1218.60.67
PCSTCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.92025.1216.90.79
DDNMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.52025.1216.40.56
DDNMCategory=Prior-Based (i.i.d.), Noise Level sigma_0=0.92025.1212.30.67
RestormerCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.12025.1210.30.78
RestormerCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.52025.1210.20.97
RestormerCategory=Learning-Based (i.i.d.), Noise Level sigma_0=0.92025.1210.11.15