Unconditional Image Generation on AFHQ 10k v2 64x64
3.33FID (AFHQ 10k v2 64x64)MixFlow
Evaluation Results
| Method | Links | |
|---|---|---|
| MixFlowbeta=5 × 10−5, NFE=1282026.04 | 3.33 | |
| MixFlowbeta=5 × 10−5, NFE=642026.04 | 3.65 | |
| Fast-ODEbeta=30, NFE=1282026.04 | 3.96 | |
| MixFlowbeta=5 × 10−5, NFE=322026.04 | 4.3 | |
| Fast-ODEbeta=30, NFE=642026.04 | 4.4 | |
| Fast-ODEbeta=20, NFE=1282026.04 | 4.55 | |
| Fast-ODEbeta=20, NFE=642026.04 | 4.92 | |
| MixFlowbeta=5 × 10−5, NFE=202026.04 | 5.05 | |
| Fast-ODEbeta=30, NFE=322026.04 | 5.37 | |
| Fast-ODEbeta=20, NFE=322026.04 | 5.74 | |
| Fast-ODEbeta=30, NFE=202026.04 | 6.66 | |
| Fast-ODEbeta=20, NFE=202026.04 | 6.89 | |
| Fast-ODEbeta=10, NFE=1282026.04 | 7.21 | |
| Fast-ODEbeta=10, NFE=642026.04 | 7.47 | |
| MixFlowbeta=5 × 10−5, NFE=102026.04 | 7.95 | |
| Fast-ODEbeta=10, NFE=322026.04 | 8.22 | |
| Fast-ODEbeta=10, NFE=202026.04 | 9.05 | |
| Fast-ODEbeta=20, NFE=102026.04 | 10.56 | |
| Fast-ODEbeta=30, NFE=102026.04 | 11.17 | |
| Fast-ODEbeta=10, NFE=102026.04 | 11.8 | |
| MixFlowbeta=5 × 10−5, NFE=52026.04 | 15.57 | |
| Fast-ODEbeta=10, NFE=52026.04 | 18.04 | |
| MixFlowbeta=5 × 10−5, NFE=42026.04 | 19.72 | |
| Fast-ODEbeta=20, NFE=52026.04 | 20.11 | |
| Fast-ODEbeta=10, NFE=42026.04 | 21.8 | |
| Fast-ODEbeta=30, NFE=52026.04 | 23.08 | |
| Fast-ODEbeta=20, NFE=42026.04 | 25.73 | |
| Fast-ODEbeta=30, NFE=42026.04 | 30.84 |