Denoising Autoencoding on Tiny ImageNet
22.03PSNRViTCA-32xy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViTCA-32xy# Params=92.8K, heads=32, positional_encoding=xy-coordinate2022.11 | 22.03 | 78.3 | 0.199 | |
| ViTCA-i16xy# Params=54.8K, bottleneck=inverted, heads=16, positional_encoding=xy-coordinate2022.11 | 21.99 | 78.2 | 0.201 | |
| ViTCA-ixy# Params=54.8K, bottleneck=inverted, positional_encoding=xy-coordinate2022.11 | 21.95 | 78.2 | 0.201 | |
| ViTCA-32# Params=92.5K, heads=322022.11 | 21.94 | 78.1 | 0.202 | |
| U-Net# Params=106.6K2022.11 | 21.93 | 77.5 | 0.203 | |
| UNetCA# Params=54.0K2022.11 | 21.78 | 77.3 | 0.204 | |
| ViTCA-i# Params=54.7K, bottleneck=inverted2022.11 | 21.75 | 77.6 | 0.211 | |
| ViTCA-i16# Params=54.7K, bottleneck=inverted, heads=162022.11 | 21.72 | 77.4 | 0.213 | |
| ViTCA# Params=92.5K2022.11 | 21.58 | 77.2 | 0.215 | |
| ViT# Params=83.9K2022.11 | 17.8 | 59.8 | 0.355 |