Unconditional Image Generation on FFHQ 10k 64x64
3.75FID (FFHQ 64x64)MixFlow
Evaluation Results
| Method | Links | |
|---|---|---|
| MixFlowbeta=5 × 10−5, NFE=1282026.04 | 3.75 | |
| MixFlowbeta=5 × 10−5, NFE=642026.04 | 4.01 | |
| Fast-ODEbeta=30, NFE=1282026.04 | 4.93 | |
| MixFlowbeta=5 × 10−5, NFE=322026.04 | 5.31 | |
| Fast-ODEbeta=30, NFE=642026.04 | 5.45 | |
| Fast-ODEbeta=20, NFE=1282026.04 | 5.72 | |
| Fast-ODEbeta=20, NFE=642026.04 | 5.95 | |
| Fast-ODEbeta=30, NFE=322026.04 | 6.9 | |
| Fast-ODEbeta=10, NFE=642026.04 | 6.91 | |
| Fast-ODEbeta=10, NFE=1282026.04 | 7.01 | |
| Fast-ODEbeta=20, NFE=322026.04 | 7.08 | |
| MixFlowbeta=5 × 10−5, NFE=202026.04 | 7.52 | |
| Fast-ODEbeta=10, NFE=322026.04 | 7.54 | |
| Fast-ODEbeta=30, NFE=202026.04 | 8.76 | |
| Fast-ODEbeta=20, NFE=202026.04 | 8.78 | |
| Fast-ODEbeta=10, NFE=202026.04 | 8.85 | |
| MixFlowbeta=5 × 10−5, NFE=102026.04 | 12.23 | |
| Fast-ODEbeta=10, NFE=102026.04 | 13.21 | |
| Fast-ODEbeta=20, NFE=102026.04 | 14.03 | |
| Fast-ODEbeta=30, NFE=102026.04 | 14.37 | |
| MixFlowbeta=5 × 10−5, NFE=52026.04 | 25.04 | |
| Fast-ODEbeta=10, NFE=52026.04 | 25.33 | |
| Fast-ODEbeta=20, NFE=52026.04 | 29.12 | |
| Fast-ODEbeta=30, NFE=52026.04 | 30.75 | |
| Fast-ODEbeta=10, NFE=42026.04 | 32.58 | |
| MixFlowbeta=5 × 10−5, NFE=42026.04 | 33.72 | |
| Fast-ODEbeta=20, NFE=42026.04 | 38.23 | |
| Fast-ODEbeta=30, NFE=42026.04 | 41.16 |