Single-image Defocus deblurring on DPD Indoor Scenes benchmark leaderboard · SOTA2 Research

Single-image Defocus deblurring on DPD Indoor Scenes

29.7PSNRHi-IRD-B

Evaluation Results

Method	Links
Hi-IRD-B2024.11		29.7	0.902	0.023	0.116
ENS-Deblurring2026.05		29.63	0.893	0.023	0.147
RestormerD2024.11		29.48	0.895	0.023	0.134
RestormerD2026.05		29.48	0.895	0.023	0.134
ENS-Deblurring2026.05		29.14	0.876	0.024	0.174
Restormer2024.11		28.87	0.882	0.025	0.145
KBNetS2026.05		28.87	0.882	0.025	0.143
RestormerS2026.05		28.87	0.882	0.025	0.145
Hi-IR-B2024.11		28.73	0.885	0.025	0.14
IFAND2024.11		28.66	0.868	0.025	0.172
IFAND2026.05		28.66	0.868	0.025	0.172
MambaIRS (ours)2026.05		28.25	0.874	0.024	0.19
Uformer2024.11		28.23	0.86	0.026	0.199
UformerD2026.05		28.23	0.86	0.026	0.199
IFAN2024.11		28.11	0.861	0.026	0.179
IFANS2026.05		28.11	0.861	0.026	0.179
RDPDD2024.11		28.1	0.843	0.027	0.21
RDPDD2026.05		28.1	0.843	0.027	0.21
KPAC2024.11		27.97	0.852	0.026	0.182
KPACS2026.05		27.97	0.852	0.026	0.182
DPDNetD2024.11		27.48	0.849	0.029	0.189
DPDNetD2026.05		27.48	0.849	0.029	0.189
MambaIRD (ours)2026.05		27.05	0.845	0.028	0.24
JNB2024.11		26.73	0.828	0.031	0.273
JNBs2026.05		26.73	0.828	0.031	0.273
DPDNet2024.11		26.54	0.816	0.031	0.239
DPDNetS2026.05		26.54	0.816	0.031	0.239
EBDB2024.11		25.77	0.772	0.04	0.297
EBDBS2026.05		25.77	0.772	0.04	0.297
DMENet2024.11		25.5	0.788	0.038	0.298
DMENetS2026.05		25.5	0.788	0.038	0.298