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ResearchFormerly WizWand

Unconditional Image Generation on AFHQ 10k v2 64x64

3.33FID (AFHQ 10k v2 64x64)MixFlow
2.22969.657317.08524.5127Apr 10, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MixFlowbeta=5 × 10−5, NFE=1282026.043.33
MixFlowbeta=5 × 10−5, NFE=642026.043.65
Fast-ODEbeta=30, NFE=1282026.043.96
MixFlowbeta=5 × 10−5, NFE=322026.044.3
Fast-ODEbeta=30, NFE=642026.044.4
Fast-ODEbeta=20, NFE=1282026.044.55
Fast-ODEbeta=20, NFE=642026.044.92
MixFlowbeta=5 × 10−5, NFE=202026.045.05
Fast-ODEbeta=30, NFE=322026.045.37
Fast-ODEbeta=20, NFE=322026.045.74
Fast-ODEbeta=30, NFE=202026.046.66
Fast-ODEbeta=20, NFE=202026.046.89
Fast-ODEbeta=10, NFE=1282026.047.21
Fast-ODEbeta=10, NFE=642026.047.47
MixFlowbeta=5 × 10−5, NFE=102026.047.95
Fast-ODEbeta=10, NFE=322026.048.22
Fast-ODEbeta=10, NFE=202026.049.05
Fast-ODEbeta=20, NFE=102026.0410.56
Fast-ODEbeta=30, NFE=102026.0411.17
Fast-ODEbeta=10, NFE=102026.0411.8
MixFlowbeta=5 × 10−5, NFE=52026.0415.57
Fast-ODEbeta=10, NFE=52026.0418.04
MixFlowbeta=5 × 10−5, NFE=42026.0419.72
Fast-ODEbeta=20, NFE=52026.0420.11
Fast-ODEbeta=10, NFE=42026.0421.8
Fast-ODEbeta=30, NFE=52026.0423.08
Fast-ODEbeta=20, NFE=42026.0425.73
Fast-ODEbeta=30, NFE=42026.0430.84