Image Denoising on BSD68 (Multi-Sigma PSNR and SSIM Evaluation) benchmark leaderboard · SOTA2 Research

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

34.23PSNR (sigma=15)MMFE-IR

Evaluation Results

Method	Links
MMFE-IR2026.05		34.23	93.8	31.61	89.6	28.39	81.2
Ours2026.05		34.2	93.7	31.55	89.4	28.27	80.7
InstructIR-3D2026.05		34.15	93.3	31.52	89	28.3	80.4
InstructIR2026.05		34.15	93.3	31.52	89	28.3	80.4
CWP-Net2026.03		34.14	93.6	31.48	89.3	28.22	80.5
DFPIR2026.05		34.14	93.5	31.47	89.3	28.25	80.6
Perceive-IR2026.05		34.13	93.4	31.53	89	28.31	80.4
VLU-Net2026.05		34.13	93.5	31.48	89.2	28.23	80.4
AdaIR2026.05		34.12	93.5	31.45	89.2	28.19	80.2
AdaIR2026.05		34.12	93.5	31.45	89.2	28.19	80.2
Ours w/o prompt2026.05		34.11	93.5	31.44	89.2	28.16	80.2
MoCE-IR2026.05		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
PromptIR2026.03		33.98	93.3	31.31	88.8	28.06	79.9
PromptIR2026.05		33.98	93.3	31.31	88.8	28.06	79.9
PromptIR2026.05		33.98	93.3	31.31	88.8	28.06	79.9
Gridformer2026.05		33.93	93.1	31.37	88.7	28.11	80.1
GridFormer2026.05		33.93	93.1	31.37	88.7	28.11	80.1
AirNet2026.03		33.92	93.3	31.26	88.8	28	79.7
AirNet2026.05		33.92	93.2	31.26	88.8	28	79.7
AirNet2026.05		33.92	93.3	31.26	88.8	28	79.7
IDR2026.05		33.89	93.1	31.32	88.4	28.04	79.8
IDR2026.05		33.89	93.1	31.32	88.4	28.04	79.8
MambaIR2026.05		33.88	93.1	30.95	87.4	27.74	79.3
FSNet2026.05		33.81	93	30.84	87.2	27.69	79.2
Restormer2026.05		33.72	93	30.67	86.5	27.63	79.2
MPRNet2026.03		33.54	92.7	30.89	88	27.56	77.9
MPRNet2026.05		33.27	92	30.76	87.1	27.29	76.1
DL2026.03		33.05	91.4	30.41	86.1	26.9	74
NAFNet2026.05		33.03	91.8	30.47	86.5	27.12	75.4
BRDNet2026.03		32.26	89.8	29.76	83.6	26.34	83.6
FDGAN2026.03		30.25	91	28.81	86.8	26.43	77.6
LPNet2026.03		26.47	77.8	24.77	74.8	21.26	55.2