Super-Resolution on CelebA (test) benchmark leaderboard · SOTA2 Research

Super-Resolution on CelebA (test)

33.94PSNRFlowADMM

Evaluation Results

Method	Links
FlowADMM2026.05		33.94	94	0.025	—
RED2026.06		33.65	—	0.062	29.05
Flower-OT2026.05		33.09	93.2	0.04	—
DPIR2026.06		32.75	—	0.067	25.84
Flower-OT2026.05		32.36	92.3	0.034	—
SwinIFS2026.01		32.01	95.2	0.0404	—
W-Net2026.01		31.63	90.29	0.0425	—
DPS2026.06		31.63	—	0.045	15.86
DIC2026.01		31.58	90.15	0.0532	—
SISN2026.01		31.55	90.1	0.0587	—
SPARNet2026.01		31.52	90.05	0.0593	—
DiffPIR2026.05		31.52	89.5	0.033	—
PnP-Flow2026.05		31.49	90.6	0.056	—
OT-ODE2026.05		31.46	90.7	0.025	—
UFSRNet2026.01		31.42	89.87	0.0643	—
FSRNet2026.01		31.37	90.12	0.0501	—
PnP-GS2026.06		31.33	—	0.072	24.44
PnP-GS2026.05		31.31	89.2	0.064	—
OT-ODE2026.06		31.3	—	0.047	6.28
PnP-Flow2026.05		31.09	90.2	0.045	—
SRGAN2026.01		31.05	88.8	0.0459	—
DDRM2026.06		30.51	—	0.091	87.84
MRRNet2026.01		30.48	87.2	0.0374	—
D-Flow2026.05		30.47	84.3	0.026	—
WIPA2026.01		30.35	87.11	0.0619	—
SP32026.06		29.46	—	0.067	13.8
GSNR-PnP2026.02		29.42	—	—	—
GSNR-PnP2026.02		29.38	—	—	—
NPN2026.02		29.21	—	—	—
Unrolling2026.02		28.97	—	—	—
DDN-Cascade2026.02		28.92	—	—	—
DDN-Independent2026.02		28.81	—	—	—
PnP-Diff2026.06		28.76	—	0.067	49.54
D-Flow2026.06		28.62	—	0.044	71.54
Flow Priors2026.06		28.53	—	0.119	33.75
Flow-Priors2026.05		28.35	71.3	0.102	—
Bicubic2026.01		27.38	80.02	0.1857	—
PnP2026.02		27.37	—	—	—
DNSN2026.02		26.52	—	—	—
PnP-Flow2026.06		22.14	—	0.272	80.71
Degraded2026.05		10.26	18.3	0.827	—