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High Dynamic Range on FFHQ

27.628PSNRSITCOM
8.3942413.3876218.38123.37438Dec 29, 2025Jan 21, 2026Feb 14, 2026Mar 10, 2026Apr 2, 2026Apr 26, 2026May 20, 2026

Evaluation results

MethodLinks
SITCOMType=Pixel, Run-time (s)=38.1502026.0327.6280.214——80.8
DAPSType=Continuous2026.0527.120.162———
DAPSMemory (MB)=2095, Run time (sec)=752026.0327.1————
DAPSType=Pixel, Run-time (s)=103.2432026.0326.9880.196——83.4
HRDISType=Pixel, Run-time (s)=2.4282026.0326.3460.178——83.6
FAST-DIPSType=Pixel, Run-time (s)=7.2122026.0326.2750.218——84.3
UOTIP2026.0526.02—20.84—86.42
LatentDAPSType=Continuous2026.0525.940.223———
DiffStateGradBase Method=ReSample2026.0125.90.21483.8591.36—
Latent FAST-DIPSType=Latent, Run-time (s)=83.7902026.0325.8690.247——83.2
ReSampleBase Method=ReSample2026.0125.750.19780.4485.46—
ReSampleType=Continuous2026.0525.650.182———
MCLCBase Method=ReSample2026.0125.550.19677.6482.18—
OTUR2026.0525.32—16.458—85.45
ReSampleType=Latent, Run-time (s)=261.5582026.0325.0380.239——82.2
SGPSNFE=992025.1224.8720.179———
MCLCBase Method=LatentDAPS2026.0124.520.29391.1299.03—
LatentDAPSBase Method=LatentDAPS2026.0124.130.29491.02101.29—
DiffStateGradBase Method=LatentDAPS2026.0124.120.29591.57100.64—
DAPSNFE=1002025.1224.0930.199———
SGPSNFE=482025.1223.9180.187———
APSType=Discrete2026.0523.890.282———
G&GMemory (MB)=1983, Run time (sec)=252026.0322.9————
DAPSNFE=502025.1222.870.231———
DPSType=Continuous2026.0522.730.264———
RED-DIFFMemory (MB)=1985, Run time (sec)=502026.0321.7————
PNP-DMMemory (MB)=1985, Run time (sec)=1942026.0321.4————
NOT2026.0521.24—25.842—79.78
∆LPSType=Discrete2026.0520.970.241———
LatentDAPSType=Latent, Run-time (s)=197.2502026.0320.7890.512——63
DPSNFE=10002025.1220.7780.319———
RCOT2026.0519.26—33.422—67.55
DPSMemory (MB)=3309, Run time (sec)=1052026.0312.9————
DPSNFE=1002025.1211.0120.604———
DPSNFE=502025.129.1340.671———
DAPSMemory (MB)=2095, Run time (sec)=752026.03————85
DPSMemory (MB)=3309, Run time (sec)=1052026.03————34
G&GMemory (MB)=1983, Run time (sec)=252026.03————78
PNP-DMMemory (MB)=1985, Run time (sec)=1942026.03————67
RED-DIFFMemory (MB)=1985, Run time (sec)=502026.03————72