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Image Denoising on BSD68 (Multi-Sigma PSNR and SSIM Evaluation)

34.23PSNR (sigma=15)MMFE-IR
26.159628.254830.3532.4452Mar 4, 2026Mar 15, 2026Mar 27, 2026Apr 7, 2026Apr 19, 2026Apr 30, 2026May 12, 2026

Evaluation results

MethodLinks
MMFE-IR2026.0534.2393.831.6189.628.3981.2
OursParams (M)=7.392026.0534.293.731.5589.428.2780.7
InstructIR-3DParams (M)=15.82026.0534.1593.331.528928.380.4
InstructIR2026.0534.1593.331.528928.380.4
CWP-Net2026.0334.1493.631.4889.328.2280.5
DFPIR2026.0534.1493.531.4789.328.2580.6
Perceive-IRParams (M)=42.022026.0534.1393.431.538928.3180.4
VLU-Net2026.0534.1393.531.4889.228.2380.4
AdaIRParams (M)=28.772026.0534.1293.531.4589.228.1980.2
AdaIR2026.0534.1293.531.4589.228.1980.2
Ours w/o promptParams (M)=7.392026.0534.1193.531.4489.228.1680.2
MoCE-IR2026.0534.1193.231.4588.828.1880
Lin et al.2026.0334.0193.331.398928.1880.2
PromptIR2026.0333.9893.331.3188.828.0679.9
PromptIRParams (M)=32.962026.0533.9893.331.3188.828.0679.9
PromptIR2026.0533.9893.331.3188.828.0679.9
GridformerParams (M)=34.072026.0533.9393.131.3788.728.1180.1
GridFormer2026.0533.9393.131.3788.728.1180.1
AirNet2026.0333.9293.331.2688.82879.7
AirNetParams (M)=8.932026.0533.9293.231.2688.82879.7
AirNet2026.0533.9293.331.2688.82879.7
IDRParams (M)=15.342026.0533.8993.131.3288.428.0479.8
IDR2026.0533.8993.131.3288.428.0479.8
MambaIRParams (M)=26.782026.0533.8893.130.9587.427.7479.3
FSNetParams (M)=13.282026.0533.819330.8487.227.6979.2
RestormerParams (M)=26.132026.0533.729330.6786.527.6379.2
MPRNet2026.0333.5492.730.898827.5677.9
MPRNetParams (M)=17.332026.0533.279230.7687.127.2976.1
DL2026.0333.0591.430.4186.126.974
NAFNetParams (M)=17.112026.0533.0391.830.4786.527.1275.4
BRDNet2026.0332.2689.829.7683.626.3483.6
FDGAN2026.0330.259128.8186.826.4377.6
LPNet2026.0326.4777.824.7774.821.2655.2