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Single-image Defocus deblurring on DPD (Combined)

27.01PSNR

Hi-IRD-B

Updated 29d ago

Evaluation Results

Method	Links
Hi-IRD-B 2024.11		27.01	0.848	0.034	0.135
ENS-Deblurring 2026.05		26.74	0.829	0.035	0.174
RestormerD 2024.11		26.66	0.833	0.035	0.155
RestormerD 2026.05		26.66	0.833	0.035	0.155
ENS-Deblurring 2026.05		26.16	0.807	0.037	0.209
Hi-IR-B 2024.11		26.13	0.824	0.037	0.169
IFAND 2024.11		25.99	0.804	0.037	0.207
IFAND 2026.05		25.99	0.804	0.037	0.207
Restormer 2024.11		25.98	0.811	0.038	0.178
RestormerS 2026.05		25.98	0.811	0.038	0.178
Uformer 2024.11		25.65	0.795	0.039	0.243
UformerD 2026.05		25.65	0.795	0.039	0.243
MambaIRS (ours) 2026.05		25.55	0.805	0.038	0.235
RDPDD 2024.11		25.39	0.772	0.04	0.255
RDPDD 2026.05		25.39	0.772	0.04	0.255
IFAN 2024.11		25.37	0.789	0.039	0.217
IFANS 2026.05		25.37	0.789	0.039	0.217
KPAC 2024.11		25.22	0.774	0.04	0.227
KPACS 2026.05		25.22	0.774	0.04	0.227
DPDNetD 2024.11		25.13	0.786	0.041	0.223
DPDNetD 2026.05		25.13	0.786	0.041	0.223
MambaIRD (ours) 2026.05		24.66	0.77	0.041	0.292
DPDNetS 2026.05		24.43	0.747	0.044	0.277
DPDNet 2024.11		24.34	0.747	0.044	0.277
JNB 2024.11		23.84	0.715	0.048	0.315
JNBs 2026.05		23.84	0.715	0.048	0.315
EBDB 2024.11		23.45	0.683	0.049	0.336
EBDBS 2026.05		23.45	0.683	0.049	0.336
DMENet 2024.11		23.41	0.714	0.051	0.349
DMENetS 2026.05		23.41	0.714	0.051	0.349