Denoising Autoencoding on LandCoverRep
34.06PSNRViTCA-32xy
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ViTCA-32xy# Params=92.8K, heads=32, positional_encoding=xy-coordinate2022.11 | 34.06 | 93.6 | 0.106 | |
| ViTCA-32# Params=92.5K, heads=322022.11 | 34 | 93.5 | 0.103 | |
| U-Net# Params=106.6K2022.11 | 33.94 | 93.4 | 0.099 | |
| UNetCA# Params=54.0K2022.11 | 33.94 | 93.5 | 0.102 | |
| ViTCA-i16xy# Params=54.8K, bottleneck=inverted, heads=16, positional_encoding=xy-coordinate2022.11 | 33.93 | 93.5 | 0.108 | |
| ViTCA# Params=92.5K2022.11 | 33.8 | 93.2 | 0.102 | |
| ViTCA-ixy# Params=54.8K, bottleneck=inverted, positional_encoding=xy-coordinate2022.11 | 33.75 | 93.3 | 0.107 | |
| ViTCA-i16# Params=54.7K, bottleneck=inverted, heads=162022.11 | 33.74 | 93.2 | 0.106 | |
| ViTCA-i# Params=54.3K, bottleneck=inverted2022.11 | 33.49 | 92.9 | 0.108 | |
| ViT# Params=83.9K2022.11 | 30.64 | 89.3 | 0.135 |