Image Synthesis on CIFAR-10 (train test)
9.52Inception ScoreNICE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NICETraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.52 | 3.72 | 7.81 | |
| CHAINTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.52 | 3.51 | 7.47 | |
| AugSelf-GANTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.48 | 3.68 | 7.73 | |
| LCSATraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.47 | 3.75 | 7.83 | |
| LeCam+DATraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.45 | 4.32 | 8.4 | |
| Lottery-GANTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 9.39 | 4.21 | 8.25 | |
| CHAINTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.27 | 5.92 | 9.9 | |
| AugSelf-GANTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.13 | 6.42 | 10.54 | |
| NICETraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.12 | 6.92 | 10.89 | |
| AugSelf-GANTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 9.04 | 8.98 | 12.94 | |
| LCSATraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.04 | 6.95 | 10.95 | |
| LeCam+DATraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.01 | 8.53 | 12.47 | |
| NICETraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 8.99 | 9.86 | 13.81 | |
| Lottery-GANTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 8.99 | 7.91 | 11.83 | |
| LCSATraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 8.96 | 10.05 | 13.88 | |
| CHAINTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 8.96 | 8.54 | 12.51 | |
| LeCam+DATraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 8.81 | 12.64 | 16.42 | |
| Lottery-GANTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 8.77 | 11.47 | 15.48 |