Image Generation on CIFAR-10 (FID, Hours)
1.98FIDCTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTMModel Size=212.83MB, Parameter=460.80MB, Percent=216%, NFE=12026.03 | 1.98 | 153.7 | |
| ECMModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=22026.03 | 2.11 | 709.52 | |
| MTEOModel Size=212.83MB, Parameter=0.47MB, Percent=0.219%, NFE=62026.03 | 2.5 | 0.22 | |
| MTEOModel Size=212.83MB, Parameter=0.40MB, Percent=0.188%, NFE=52026.03 | 2.62 | 0.19 | |
| DMDModel Size=212.83MB, Parameter=1464.32MB, Percent=688%, NFE=12026.03 | 2.66 | — | |
| MTEOModel Size=212.83MB, Parameter=0.33MB, Percent=0.156%, NFE=42026.03 | 2.83 | 0.18 | |
| SFD-vModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=52026.03 | 2.95 | 7.84 | |
| SFDModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=52026.03 | 3.06 | 2.63 | |
| SFD-vModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=42026.03 | 3.18 | 7.84 | |
| SFDModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=42026.03 | 3.24 | 2.17 | |
| SFD-vModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=32026.03 | 3.5 | 7.84 | |
| SFDModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=32026.03 | 3.58 | 1.69 | |
| ECMModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=12026.03 | 3.6 | 709.52 | |
| MTEOModel Size=212.83MB, Parameter=0.27MB, Percent=0.125%, NFE=32026.03 | 3.85 | 0.13 | |
| SFD-vModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=22026.03 | 4.28 | 7.84 | |
| SFDModel Size=212.83MB, Parameter=212.83MB, Percent=100%, NFE=22026.03 | 4.53 | 1.19 |