Denoising Autoencoding on CIFAR10
26.14PSNRViTCA-32xy
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ViTCA-32xy# Params=92.8K, heads=32, positional_encoding=xy-coordinate2022.11 | 26.14 | 0.866 | 0.12 | |
| ViTCA-32# Params=92.5K, heads=322022.11 | 26.05 | 0.864 | 0.122 | |
| ViTCA-i16xy# Params=54.8K, bottleneck=inverted, heads=16, positional_encoding=xy-coordinate2022.11 | 25.98 | 0.863 | 0.123 | |
| ViTCA-ixy# Params=54.8K, bottleneck=inverted, positional_encoding=xy-coordinate2022.11 | 25.85 | 0.861 | 0.125 | |
| ViTCA-i16# Params=54.7K, bottleneck=inverted, heads=162022.11 | 25.65 | 0.856 | 0.128 | |
| U-Net# Params=106.6K2022.11 | 25.62 | 0.855 | 0.131 | |
| ViTCA# Params=92.5K2022.11 | 25.61 | 0.856 | 0.127 | |
| UNetCA# Params=54.0K2022.11 | 25.49 | 0.851 | 0.129 | |
| ViTCA-i# Params=54.7K, bottleneck=inverted2022.11 | 25.42 | 0.853 | 0.132 | |
| ViT# Params=83.9K2022.11 | 20.99 | 0.744 | 0.237 |