Image Generation on MNIST standard (test)
1.6FIDReal data
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Real dataDP-epsilon=inf2021.11 | 1.6 | 92.2 | 97.5 | 99.3 | |
| EDMCategory=PMs (no generator)2023.05 | 3 | — | — | — | |
| Discr. FlowCategory=PMs (no generator)2023.05 | 4 | — | — | — | |
| GANCategory=Int-PMs (generator)2023.05 | 8 | — | — | — | |
| Score GANCategory=Int-PMs (generator)2023.05 | 15 | — | — | — | |
| Non-priv SinkhornDP-epsilon=inf, m=32021.11 | 43.4 | 87.7 | 87.3 | 90.6 | |
| DP-SinkhornDP-epsilon=102021.11 | 48.4 | 82.8 | 82.7 | 83.2 | |
| Non-priv SinkhornDP-epsilon=inf, m=12021.11 | 54.2 | 89 | 89 | 91 | |
| GS-WGANDP-epsilon=102021.11 | 61.3 | 79 | 79 | 80 | |
| DP-MERFDP-epsilon=102021.11 | 116.3 | 79.4 | 78.3 | 82.1 | |
| DataLensDP-epsilon=102021.11 | 173.5 | — | — | 80.66 | |
| G-PATEDP-epsilon=102021.11 | 177.2 | 26 | 25 | 51 | |
| DP-CGANDP-epsilon=102021.11 | 179.2 | 60 | 60 | 63 |