Image Synthesis on CIFAR-100 (train test)
11.37ISCHAIN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CHAINTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.37 | 5.26 | 9.85 | |
| Lottery-GANTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.28 | 6.32 | 11.1 | |
| NICETraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.28 | 5.72 | 10.4 | |
| LeCam+DATraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.25 | 6.45 | 11.26 | |
| AugSelf-GANTraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.25 | 5.43 | 10.14 | |
| LCSATraining Data Percentage=100%, Backbone=BigGAN (d=256)2024.03 | 11.17 | 5.85 | 10.64 | |
| LCSATraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 10.67 | 10.16 | 15 | |
| CHAINTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 10.62 | 9.02 | 13.75 | |
| NICETraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 10.54 | 10.02 | 14.93 | |
| AugSelf-GANTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 10.43 | 11.32 | 16.02 | |
| LCSATraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 10.28 | 18.24 | 23.12 | |
| LeCam+DATraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 10.12 | 15.96 | 20.42 | |
| CHAINTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 10.11 | 12.69 | 17.49 | |
| AugSelf-GANTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 9.89 | 14.02 | 18.84 | |
| Lottery-GANTraining Data Percentage=20%, Backbone=BigGAN (d=256)2024.03 | 9.55 | 15.18 | 20.01 | |
| NICETraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 9.35 | 14.95 | 19.6 | |
| LeCam+DATraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 9.17 | 22.75 | 27.14 | |
| Lottery-GANTraining Data Percentage=10%, Backbone=BigGAN (d=256)2024.03 | 9.05 | 20.63 | 25.31 |