List your company
ResearchFormerly WizWand

Image Generation on AFHQ 64x64 v2 (unconditional)

2.37FIDINDIS
-4.685642.939790.565138.1903Jul 12, 2024Nov 4, 2024Feb 28, 2025Jun 24, 2025Oct 18, 2025Feb 11, 2026Jun 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
INDISNFE=72026.032.37
SpanLiftNFE=62026.062.42
DyWeightNFE=62026.062.66
S4S-AltNFE=62026.062.7
SpanLiftNFE=52026.062.74
LD3NFE=72026.032.77
DyWeightNFE=52026.063.2
INDISNFE=52026.033.48
LD3NFE=62026.063.63
iPNDM(3M)NFE=62026.063.81
SpanLiftNFE=42026.063.85
S4S-AltNFE=52026.063.89
AMEDNFE=72026.034.39
CDL-VPSampler=Parallel DDPM, Number of samples=5000, Conditioning=unconditional2024.074.51
CDL-VESampler=Parallel DDPM, Number of samples=5000, Conditioning=unconditional2024.074.54
VPFull name=DDPM++ cont. (VP), Sampler=Parallel DDPM, Number of samples=5000, Conditioning=unconditional2024.074.58
VEFull name=NCSN++ cont. (VE), Sampler=Parallel DDPM, Number of samples=5000, Conditioning=unconditional2024.074.65
Best Heu.NFE=72026.034.73
DyWeightNFE=42026.065.38
GITSNFE=72026.035.48
iPNDM(3M)NFE=52026.065.58
SpanLiftNFE=32026.065.89
LD3NFE=52026.036.09
LD3NFE=52026.066.09
DPMPP(3M)NFE=62026.066.24
S4S-AltNFE=42026.066.52
AMEDNFE=52026.037.34
AMED-SolverNFE=52026.067.34
AMED-SolverNFE=62026.068.19
UniPC(3M)NFE=62026.068.27
GITSNFE=52026.038.72
iPNDM(3M)NFE=42026.068.73
Best Heu.NFE=52026.039.01
DyWeightNFE=32026.069.16
LD3NFE=42026.069.96
INDISNFE=32026.0310.15
DPMPP(3M)NFE=52026.0610.63
UniPC(3M)NFE=52026.0613.01
DMNNFE=72026.0313.03
S4S-AltNFE=32026.0614.71
iPNDM(3M)NFE=32026.0615.53
LD3NFE=32026.0317.94
LD3NFE=32026.0617.94
AMED-SolverNFE=42026.0618.99
DPMPP(3M)NFE=42026.0621.04
GITSNFE=32026.0324.17
DMNNFE=52026.0326.11
AMEDNFE=32026.0331.82
AMED-SolverNFE=32026.0631.82
UniPC(3M)NFE=42026.0633.78
DPMPP(3M)NFE=32026.0635.05
Best Heu.NFE=32026.0340.24
UniPC(3M)NFE=32026.0660.89
DMNNFE=32026.03178.76