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ResearchFormerly WizWand

Image Reconstruction on ImageNet 50k 2012 (val)

0.59rFIDLlamaGen
0.28162.36334.4456.5267Jun 10, 2024
Updated 8mo ago

Evaluation results

MethodLinks
LlamaGenratio=8, dim=8, size=16384, training_data=ImageNet, resolution=256x2562024.060.5924.450.813
SDXL-VAEratio=8, dim=4, training_data=Unknown, resolution=256x2562024.060.6826.040.834
SD-VAEratio=8, dim=4, training_data=Unknown, resolution=256x2562024.060.7425.680.82
OAI-Decoderratio=8, dim=4, training_data=Unknown, resolution=256x2562024.060.8124.430.786
VQGANratio=8, dim=4, size=16384, training_data=OpenImage, resolution=256x2562024.061.1923.380.762
ViT-VQGANratio=8, dim=32, size=8192, training_data=ImageNet, resolution=256x2562024.061.28——
VQGANratio=8, dim=4, size=256, training_data=OpenImage, resolution=256x2562024.061.4422.630.737
LlamaGenratio=16, dim=8, size=16384, training_data=ImageNet, resolution=256x2562024.062.1920.790.675
MaskGITratio=16, dim=256, size=1024, training_data=ImageNet, resolution=256x2562024.062.28——
VQGANratio=16, dim=256, size=16384, training_data=ImageNet, resolution=256x2562024.064.99200.629
VQGANratio=16, dim=256, size=1024, training_data=ImageNet, resolution=256x2562024.068.319.510.614