Image Generation on Fashion-MNIST standard (test)
2.5FIDReal data
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Real dataDP-epsilon=inf2021.11 | 2.5 | 84.5 | 88.2 | 90.8 | |
| Non-priv SinkhornDP-epsilon=inf, m=32021.11 | 63.8 | 78.4 | 78.4 | 73.3 | |
| Non-priv SinkhornDP-epsilon=inf, m=12021.11 | 65.8 | 78.4 | 79.1 | 73.9 | |
| DP-SinkhornDP-epsilon=102021.11 | 128.3 | 75.1 | 74.6 | 71.1 | |
| GS-WGANDP-epsilon=102021.11 | 131.3 | 68 | 65 | 65 | |
| DP-MERFDP-epsilon=102021.11 | 132.6 | 75.5 | 74.5 | 75.4 | |
| DataLensDP-epsilon=102021.11 | 167.7 | — | — | 70.61 | |
| G-PATEDP-epsilon=102021.11 | 205.8 | 42 | 30 | 50 | |
| DP-CGANDP-epsilon=102021.11 | 243.8 | 51 | 50 | 46 |