Single-image Defocus deblurring on DPD (Combined) benchmark leaderboard · SOTA2 Research

Single-image Defocus deblurring on DPD (Combined)

27.01PSNRHi-IRD-B

Evaluation Results

Method	Links
Hi-IRD-B2024.11		27.01	0.848	0.034	0.135
ResFlow2026.06		26.96	0.842	0.034	0.131
ENS-Deblurring2026.05		26.74	0.829	0.035	0.174
RestormerD2024.11		26.66	0.833	0.035	0.155
RestormerD2026.05		26.66	0.833	0.035	0.155
Geodesic Flow Matching2026.06		26.56	0.84	0.032	0.13
Geodesic Flow Matching2026.06		26.38	0.835	0.034	0.153
FocalNet2026.06		26.18	0.808	0.037	0.153
ENS-Deblurring2026.05		26.16	0.807	0.037	0.209
Hi-IR-B2024.11		26.13	0.824	0.037	0.169
IFAND2024.11		25.99	0.804	0.037	0.207
IFAND2026.05		25.99	0.804	0.037	0.207
Restormer2024.11		25.98	0.811	0.038	0.178
RestormerS2026.05		25.98	0.811	0.038	0.178
DTPM-42026.06		25.98	0.823	0.038	0.153
Restormer2026.06		25.9	0.811	0.038	0.178
Uformer2024.11		25.65	0.795	0.039	0.243
UformerD2026.05		25.65	0.795	0.039	0.243
Geodesic Flow Matching2026.06		25.59	0.814	0.036	0.171
MambaIRS (ours)2026.05		25.55	0.805	0.038	0.235
RDPDD2024.11		25.39	0.772	0.04	0.255
RDPDD2026.05		25.39	0.772	0.04	0.255
IFAN2024.11		25.37	0.789	0.039	0.217
IFANS2026.05		25.37	0.789	0.039	0.217
KPAC2024.11		25.22	0.774	0.04	0.227
KPACS2026.05		25.22	0.774	0.04	0.227
DPDNetD2024.11		25.13	0.786	0.041	0.223
DPDNetD2026.05		25.13	0.786	0.041	0.223
MambaIRD (ours)2026.05		24.66	0.77	0.041	0.292
DPDNetS2026.05		24.43	0.747	0.044	0.277
DPDNet2024.11		24.34	0.747	0.044	0.277
JNB2024.11		23.84	0.715	0.048	0.315
JNBs2026.05		23.84	0.715	0.048	0.315
EBDB2024.11		23.45	0.683	0.049	0.336
EBDBS2026.05		23.45	0.683	0.049	0.336
DMENet2024.11		23.41	0.714	0.051	0.349
DMENetS2026.05		23.41	0.714	0.051	0.349