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Benchmarks
Autoregressive Generative Modeling on CIFAR-10 (test)
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2.8
BPD
Sparse Trans.
2.7864
2.8782
2.97
3.0618
May 2, 2023
BPD
Updated 4d ago
Evaluation Results
Method
Method
Links
BPD
Sparse Trans.
Architecture=2D Attent...
2023.05
2.8
MULTIRESNET
Architecture=Convoluti...
2023.05
2.84
PixelSNAIL
Architecture=2D Convol...
2023.05
2.85
S4
Architecture=State-Spa...
2023.05
2.85
Image Trans.
Architecture=1D Attention
2023.05
2.9
PixelCNN++
Architecture=2D Convol...
2023.05
2.92
PixelRNN
Architecture=RNN + 2D...
2023.05
3
Gated PixelCNN
Architecture=2D Convol...
2023.05
3.03
PixelCNN
Architecture=2D Convol...
2023.05
3.14
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