Two-Sample Testing on Gaussian mixture data Example 2 d=10 (test)
52.2Test Power (n_tr=500)C2ST-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| C2ST-LArchitecture Size=Large, Optimizer=SGD, Epochs=102021.06 | 52.2 | 97.6 | 99.9 | 100 | |
| C2ST-LArchitecture Size=Large, Optimizer=Adam, Epochs=102021.06 | 49.4 | 82.6 | 96.3 | 98.8 | |
| C2ST-LArchitecture Size=Large, Optimizer=Adam, Epochs=12021.06 | 48.5 | 92.8 | 99.5 | 100 | |
| NTK-MMD2021.06 | 34.3 | 68.9 | 88.8 | 95.9 | |
| C2ST-SArchitecture Size=Small, Optimizer=SGD, Epochs=102021.06 | 28.3 | 79.7 | 92.4 | 96.8 | |
| C2ST-SArchitecture Size=Small, Optimizer=Adam, Epochs=102021.06 | 28.1 | 53.8 | 74 | 85.2 | |
| C2ST-SArchitecture Size=Small, Optimizer=Adam, Epochs=12021.06 | 21.8 | 62.2 | 79.4 | 94.6 | |
| C2ST-LArchitecture Size=Large, Optimizer=SGD, Epochs=12021.06 | 18.3 | 56.8 | 81.4 | 97.3 | |
| C2ST-SArchitecture Size=Small, Optimizer=SGD, Epochs=12021.06 | 7.4 | 22.7 | 35.3 | 54.9 |