Nonlinear Deblur on FFHQ 256x256 benchmark leaderboard · SOTA2 Research

Nonlinear Deblur on FFHQ 256x256

0.125LPIPSEquiCon-ReSample

Evaluation Results

Method	Links
EquiCon-ReSample2025.05		0.125	54.62	29.55	84.3
Equi-ReSample2025.05		0.128	55.09	29.45	84
SOCS (SD-v1.5)2026.06		0.139	—	29.83	—
LatentDAPS (SD-v1.5)2026.06		0.142	—	30.21	—
RED-diff2026.06		0.146	63.22	29.16	78.3
DAPS2026.06		0.153	69.45	28.1	76.2
DAPS2025.02		0.155	49.38	28.29	78.3
SOCS-Nonlinear-γ2026.06		0.157	68.2	28.42	78.6
RED-diff2025.02		0.16	43.84	30.86	79.5
SOCS-Nonlinear2026.06		0.169	73.36	28.29	76.9
DCDP2025.02		0.183	51.96	27.92	77.9
DCDP2026.06		0.186	58.41	27.44	77
ReSample2025.05		0.188	56.06	29.54	84.2
DPS2026.06		0.226	90.69	23.05	63.7
NA-NHMC2026.04		0.249	—	27.66	79.2
DMPlug2026.04		0.266	—	27.15	78.4
DPS2025.02		0.278	91.31	23.39	62.3
DAPS2026.04		0.283	—	27	73.6
SOCS-Linear2026.06		0.286	113.9	21.73	64.7
DiffPIR2026.04		0.289	—	26.12	74.3
DPS2026.04		0.3	—	23.26	67.2
Greedy (Euler)2025.02		0.327	79.06	24.767	55.1
SITCOM2026.04		0.328	—	24.97	56.9
Greedy (2-step Euler)2025.02		0.33	76.26	24.81	54.7
Greedy (midpoint)2025.02		0.332	76.73	25.09	55.8
ReSample2026.04		0.432	—	24.57	63.7
RED-diff2026.04		0.68	—	18.12	21.7