List your company
ResearchFormerly WizWand

Class-to-image generation on ImageNet 256x256 50k images 2012 (test)

7.45FIDCFG(D2F)
7.21648.793210.3711.9468Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
CFG(D2F)Guidance Scale (ω)=1.5, NFEs=1202026.017.4566.27
CFG-MPGuidance Scale (ω)=1.5, NFEs=1202026.017.7773.11
CFG-MP+Guidance Scale (ω)=1.5, NFEs=1202026.017.9178.26
Re-samplingGuidance Scale (ω)=1.5, NFEs=1202026.018.5667.87
CFG-MPGuidance Scale (ω)=1.5, NFEs=602026.018.8572.85
CFG(D2F)Guidance Scale (ω)=1.5, NFEs=602026.018.9565.9
FSGGuidance Scale (ω)=1.5, NFEs=1202026.019.1465.73
CFG(D2F)Guidance Scale (ω)=2, NFEs=1202026.019.1871.48
Z-samplingGuidance Scale (ω)=1.5, NFEs=1202026.019.2163.91
CFG-MP+Guidance Scale (ω)=1.5, NFEs=602026.019.2176.78
CFG-MPGuidance Scale (ω)=2, NFEs=1202026.019.2679.25
CFG-MP+Guidance Scale (ω)=2, NFEs=1202026.019.3486.26
CFG(DDIM)Guidance Scale (ω)=1.5, NFEs=1202026.019.6161.86
CFG-MPGuidance Scale (ω)=2, NFEs=602026.0110.0378.74
CFG(D2F)Guidance Scale (ω)=2, NFEs=602026.0110.2670.57
CFG-MP+Guidance Scale (ω)=2, NFEs=602026.0110.2884.67
FSGGuidance Scale (ω)=1.5, NFEs=602026.0111.4267.2
Re-samplingGuidance Scale (ω)=1.5, NFEs=602026.0111.4866.98
FSGGuidance Scale (ω)=2, NFEs=1202026.0111.574.75
Z-samplingGuidance Scale (ω)=1.5, NFEs=602026.0111.5363.56
Re-samplingGuidance Scale (ω)=2, NFEs=1202026.0111.6373.07
Z-samplingGuidance Scale (ω)=2, NFEs=1202026.0111.6872.52
CFG(DDIM)Guidance Scale (ω)=1.5, NFEs=602026.0111.7661.39
CFG(DDIM)Guidance Scale (ω)=2, NFEs=1202026.0112.1769.25
FSGGuidance Scale (ω)=2, NFEs=602026.0112.7672.31
Z-samplingGuidance Scale (ω)=2, NFEs=602026.0112.8570.47
Re-samplingGuidance Scale (ω)=2, NFEs=602026.0112.9271.88
CFG(DDIM)Guidance Scale (ω)=2, NFEs=602026.0113.2967.98