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Single-image Defocus deblurring on DPD Indoor Scenes

29.7PSNR

Hi-IRD-B

Updated 29d ago

Evaluation Results

Method	Links
Hi-IRD-B 2024.11		29.7	0.902	0.023	0.116
ENS-Deblurring 2026.05		29.63	0.893	0.023	0.147
RestormerD 2024.11		29.48	0.895	0.023	0.134
RestormerD 2026.05		29.48	0.895	0.023	0.134
ENS-Deblurring 2026.05		29.14	0.876	0.024	0.174
Restormer 2024.11		28.87	0.882	0.025	0.145
KBNetS 2026.05		28.87	0.882	0.025	0.143
RestormerS 2026.05		28.87	0.882	0.025	0.145
Hi-IR-B 2024.11		28.73	0.885	0.025	0.14
IFAND 2024.11		28.66	0.868	0.025	0.172
IFAND 2026.05		28.66	0.868	0.025	0.172
MambaIRS (ours) 2026.05		28.25	0.874	0.024	0.19
Uformer 2024.11		28.23	0.86	0.026	0.199
UformerD 2026.05		28.23	0.86	0.026	0.199
IFAN 2024.11		28.11	0.861	0.026	0.179
IFANS 2026.05		28.11	0.861	0.026	0.179
RDPDD 2024.11		28.1	0.843	0.027	0.21
RDPDD 2026.05		28.1	0.843	0.027	0.21
KPAC 2024.11		27.97	0.852	0.026	0.182
KPACS 2026.05		27.97	0.852	0.026	0.182
DPDNetD 2024.11		27.48	0.849	0.029	0.189
DPDNetD 2026.05		27.48	0.849	0.029	0.189
MambaIRD (ours) 2026.05		27.05	0.845	0.028	0.24
JNB 2024.11		26.73	0.828	0.031	0.273
JNBs 2026.05		26.73	0.828	0.031	0.273
DPDNet 2024.11		26.54	0.816	0.031	0.239
DPDNetS 2026.05		26.54	0.816	0.031	0.239
EBDB 2024.11		25.77	0.772	0.04	0.297
EBDBS 2026.05		25.77	0.772	0.04	0.297
DMENet 2024.11		25.5	0.788	0.038	0.298
DMENetS 2026.05		25.5	0.788	0.038	0.298