Share your thoughts, 1 month free Claude Pro on usSee more

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

34.23PSNR (sigma=15)

MMFE-IR

Updated 21d ago

Evaluation Results

Method	Links
MMFE-IR 2026.05		34.23	93.8	31.61	89.6	28.39	81.2
Ours 2026.05		34.2	93.7	31.55	89.4	28.27	80.7
InstructIR-3D 2026.05		34.15	93.3	31.52	89	28.3	80.4
InstructIR 2026.05		34.15	93.3	31.52	89	28.3	80.4
CWP-Net 2026.03		34.14	93.6	31.48	89.3	28.22	80.5
DFPIR 2026.05		34.14	93.5	31.47	89.3	28.25	80.6
Perceive-IR 2026.05		34.13	93.4	31.53	89	28.31	80.4
VLU-Net 2026.05		34.13	93.5	31.48	89.2	28.23	80.4
AdaIR 2026.05		34.12	93.5	31.45	89.2	28.19	80.2
AdaIR 2026.05		34.12	93.5	31.45	89.2	28.19	80.2
Ours w/o prompt 2026.05		34.11	93.5	31.44	89.2	28.16	80.2
MoCE-IR 2026.05		34.11	93.2	31.45	88.8	28.18	80
Lin et al. 2026.03		34.01	93.3	31.39	89	28.18	80.2
PromptIR 2026.03		33.98	93.3	31.31	88.8	28.06	79.9
PromptIR 2026.05		33.98	93.3	31.31	88.8	28.06	79.9
PromptIR 2026.05		33.98	93.3	31.31	88.8	28.06	79.9
Gridformer 2026.05		33.93	93.1	31.37	88.7	28.11	80.1
GridFormer 2026.05		33.93	93.1	31.37	88.7	28.11	80.1
AirNet 2026.03		33.92	93.3	31.26	88.8	28	79.7
AirNet 2026.05		33.92	93.2	31.26	88.8	28	79.7
AirNet 2026.05		33.92	93.3	31.26	88.8	28	79.7
IDR 2026.05		33.89	93.1	31.32	88.4	28.04	79.8
IDR 2026.05		33.89	93.1	31.32	88.4	28.04	79.8
MambaIR 2026.05		33.88	93.1	30.95	87.4	27.74	79.3
FSNet 2026.05		33.81	93	30.84	87.2	27.69	79.2
Restormer 2026.05		33.72	93	30.67	86.5	27.63	79.2
MPRNet 2026.03		33.54	92.7	30.89	88	27.56	77.9
MPRNet 2026.05		33.27	92	30.76	87.1	27.29	76.1
DL 2026.03		33.05	91.4	30.41	86.1	26.9	74
NAFNet 2026.05		33.03	91.8	30.47	86.5	27.12	75.4
BRDNet 2026.03		32.26	89.8	29.76	83.6	26.34	83.6
FDGAN 2026.03		30.25	91	28.81	86.8	26.43	77.6
LPNet 2026.03		26.47	77.8	24.77	74.8	21.26	55.2