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Benchmarks
Generative Modeling on CIFAR-10 8-bit color (test)
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2.49
Bits per Dimension
VDM
2.472
2.5935
2.715
2.8365
Aug 14, 2023
Bits per Dimension
Updated 4d ago
Evaluation Results
Method
Method
Links
Bits per Dimension
VDM
Bound type=Upper bound...
2023.08
2.49
CR-NVAE
Bound type=Upper bound...
2023.08
2.51
ARDM-Upscale 4
Bound type=Upper bound...
2023.08
2.64
VDM
Bound type=Upper bound...
2023.08
2.65
BFN
Bound type=Upper bound...
2023.08
2.66
Reflected Diffusion
Bound type=Upper bound...
2023.08
2.68
Sparse Transformer
Bound type=Exact value...
2023.08
2.8
LSGM
Bound type=Upper bound...
2023.08
2.87
VDVAE
Bound type=Upper bound...
2023.08
2.87
DDPM++
Bound type=Upper bound...
2023.08
2.88
Locally Masked PixelCNN
Bound type=Exact value...
2023.08
2.89
Image Transformer
Bound type=Exact value...
2023.08
2.89
PixelVAE++
Bound type=Exact value...
2023.08
2.9
NVAE
Bound type=Upper bound...
2023.08
2.91
Improved DDPM
Bound type=Upper bound...
2023.08
2.94
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