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ResearchFormerly WizWand

Gaussian Image Denoising on CBSD68 (PSNR, SSIM, LPIPS)

33.67PSNROurs
20.35823.81427.2730.726Jul 8, 2023Jan 3, 2024Jun 30, 2024Dec 26, 2024Jun 23, 2025Dec 19, 2025Jun 17, 2026
Updated 4mo ago

Evaluation results

MethodLinks
OursNoise Level (σ)=15, Params=0.125, FLOPs=2.9122026.0633.670.9309—
XformerNoise Level (σ)=15, Params=25.12, FLOPs=143.082026.0633.470.9203—
DeamNetNoise Level (σ)=15, Params=1.876, FLOPs=145.82026.0633.430.9295—
DRANetNoise Level (σ)=15, Params=1.618, FLOPs=592.332026.0633.180.9244—
MSANetNoise Level (σ)=15, Params=7.997, FLOPs=35.352026.0633.10.9143—
OursNoise Level (σ)=25, Params=0.125, FLOPs=2.9122026.0630.950.8861—
MSANetNoise Level (σ)=25, Params=7.997, FLOPs=35.352026.0630.670.8693—
DeamNetNoise Level (σ)=25, Params=1.876, FLOPs=145.82026.0630.570.8832—
XformerNoise Level (σ)=25, Params=25.12, FLOPs=143.082026.0630.530.8586—
DRANetNoise Level (σ)=25, Params=1.618, FLOPs=592.332026.0630.390.8774—
DMID-dNoise Level=502023.0728.690.90290.162
ARTNoise Level=502023.0728.630.90150.173
RestormerNoise Level=502023.0728.590.90110.177
DRUNetNoise Level=502023.0728.510.89910.183
DnCNNNoise Level=502023.0727.840.88440.226
XformerNoise Level (σ)=50, Params=25.12, FLOPs=143.082026.0627.450.7852—
OursNoise Level (σ)=50, Params=0.125, FLOPs=2.9122026.0627.420.7936—
DRANetNoise Level (σ)=50, Params=1.618, FLOPs=592.332026.0627.160.7896—
DeamNetNoise Level (σ)=50, Params=1.876, FLOPs=145.82026.0627.060.7943—
MSANetNoise Level (σ)=50, Params=7.997, FLOPs=35.352026.0627.050.7725—
DMID-pNoise Level=502023.0726.630.86050.122
DMID-dNoise Level=1002023.0725.960.84130.283
ARTNoise Level=1002023.0725.860.83760.295
RestormerNoise Level=1002023.0725.840.83890.291
DRUNetNoise Level=1002023.0725.760.83570.308
DnCNNNoise Level=1002023.0725.060.8090.365
DMID-dNoise Level=1502023.0724.540.80010.361
RestormerNoise Level=1502023.0724.410.7980.367
ARTNoise Level=1502023.0724.410.79450.38
DRUNetNoise Level=1502023.0724.320.79320.395
DMID-pNoise Level=1002023.0723.940.7840.208
DnCNNNoise Level=1502023.0723.580.75550.449
DMID-dNoise Level=2002023.0723.570.76860.392
RestormerNoise Level=2002023.0723.470.76820.426
ARTNoise Level=2002023.0723.440.76230.447
DRUNetNoise Level=2002023.0723.360.76160.464
DMID-dNoise Level=2502023.0722.880.74620.455
RestormerNoise Level=2502023.0722.770.74510.475
ARTNoise Level=2502023.0722.720.73640.5
DRUNetNoise Level=2502023.0722.640.73680.519
DnCNNNoise Level=2002023.0722.560.71310.514
DMID-pNoise Level=1502023.0722.470.73140.264
DnCNNNoise Level=2502023.0721.80.67730.558
DMID-pNoise Level=2002023.0721.370.68420.312
DMID-pNoise Level=2502023.0720.870.67010.289