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Image Modeling on ImageNet 64x64 (val)
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3.4
NLL (bits/dim)
Perceiver AR
3.3768
3.5334
3.69
3.8466
Jan 25, 2016
Jun 17, 2017
Nov 8, 2018
Mar 31, 2020
Aug 22, 2021
Jan 13, 2023
Jun 6, 2024
NLL (bits/dim)
Updated 4d ago
Evaluation Results
Method
Method
Links
NLL (bits/dim)
Perceiver AR
#Params=770M
2024.06
3.4
MD4
#Params=198M
2024.06
3.4
Routing Transformer
2024.06
3.43
Sparse Transformer
#Params=152M
2024.06
3.44
Gated PixelCNN
2024.06
3.57
PixelRNN
Resolution=64x64, Data...
2016.01
3.63
PixelRNN
2024.06
3.63
RESIDUAL FLOW
Dequantization=uniform
2020.02
3.76
GLOW
Dequantization=uniform
2020.02
3.81
FFJORD RNODE
Dequantization=uniform...
2020.02
3.83
REAL NVP
Dequantization=uniform
2020.02
3.98
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