Denoising Autoencoding on CelebA
27.01PSNRViTCA-32
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViTCA-32# Params=92.5K, heads=322022.11 | 27.01 | 92 | 0.06 | |
| ViTCA-32xy# Params=92.8K, heads=32, positional_encoding=xy-coordinate2022.11 | 26.75 | 89.8 | 0.072 | |
| ViTCA-i16xy# Params=54.8K, bottleneck=inverted, heads=16, positional_encoding=xy-coordinate2022.11 | 26.68 | 89.8 | 0.074 | |
| ViTCA-i16# Params=54.7K, bottleneck=inverted, heads=162022.11 | 26.61 | 91.2 | 0.066 | |
| ViTCA# Params=92.5K2022.11 | 26.53 | 91.3 | 0.066 | |
| ViTCA-ixy# Params=54.8K, bottleneck=inverted, positional_encoding=xy-coordinate2022.11 | 26.51 | 89.4 | 0.076 | |
| U-Net# Params=106.6K2022.11 | 26.23 | 90.6 | 0.075 | |
| ViTCA-i# Params=54.7K, bottleneck=inverted2022.11 | 26.1 | 90.4 | 0.074 | |
| UNetCA# Params=54.0K2022.11 | 25.66 | 88.2 | 0.091 | |
| ViT# Params=83.9K2022.11 | 19.7 | 77.9 | 0.237 |