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ResearchFormerly WizWand

Denoising Autoencoding on CIFAR10

26.14PSNRViTCA-32xy
20.78422.174523.56524.9555Nov 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ViTCA-32xy# Params=92.8K, heads=32, positional_encoding=xy-coordinate2022.1126.140.8660.12
ViTCA-32# Params=92.5K, heads=322022.1126.050.8640.122
ViTCA-i16xy# Params=54.8K, bottleneck=inverted, heads=16, positional_encoding=xy-coordinate2022.1125.980.8630.123
ViTCA-ixy# Params=54.8K, bottleneck=inverted, positional_encoding=xy-coordinate2022.1125.850.8610.125
ViTCA-i16# Params=54.7K, bottleneck=inverted, heads=162022.1125.650.8560.128
U-Net# Params=106.6K2022.1125.620.8550.131
ViTCA# Params=92.5K2022.1125.610.8560.127
UNetCA# Params=54.0K2022.1125.490.8510.129
ViTCA-i# Params=54.7K, bottleneck=inverted2022.1125.420.8530.132
ViT# Params=83.9K2022.1120.990.7440.237