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ResearchFormerly WizWand

Unconditional Image Generation on FFHQ 10k 64x64

3.75FID (FFHQ 64x64)MixFlow
2.253612.354322.45532.5557Apr 10, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MixFlowbeta=5 × 10−5, NFE=1282026.043.75
MixFlowbeta=5 × 10−5, NFE=642026.044.01
Fast-ODEbeta=30, NFE=1282026.044.93
MixFlowbeta=5 × 10−5, NFE=322026.045.31
Fast-ODEbeta=30, NFE=642026.045.45
Fast-ODEbeta=20, NFE=1282026.045.72
Fast-ODEbeta=20, NFE=642026.045.95
Fast-ODEbeta=30, NFE=322026.046.9
Fast-ODEbeta=10, NFE=642026.046.91
Fast-ODEbeta=10, NFE=1282026.047.01
Fast-ODEbeta=20, NFE=322026.047.08
MixFlowbeta=5 × 10−5, NFE=202026.047.52
Fast-ODEbeta=10, NFE=322026.047.54
Fast-ODEbeta=30, NFE=202026.048.76
Fast-ODEbeta=20, NFE=202026.048.78
Fast-ODEbeta=10, NFE=202026.048.85
MixFlowbeta=5 × 10−5, NFE=102026.0412.23
Fast-ODEbeta=10, NFE=102026.0413.21
Fast-ODEbeta=20, NFE=102026.0414.03
Fast-ODEbeta=30, NFE=102026.0414.37
MixFlowbeta=5 × 10−5, NFE=52026.0425.04
Fast-ODEbeta=10, NFE=52026.0425.33
Fast-ODEbeta=20, NFE=52026.0429.12
Fast-ODEbeta=30, NFE=52026.0430.75
Fast-ODEbeta=10, NFE=42026.0432.58
MixFlowbeta=5 × 10−5, NFE=42026.0433.72
Fast-ODEbeta=20, NFE=42026.0438.23
Fast-ODEbeta=30, NFE=42026.0441.16