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ResearchFormerly WizWand

Unconditional Image Generation on ImageNet 32

3.11BPDIAF
3.06323.37913.6954.0109Jun 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
IAF2021.063.11
RNODE + STEERPARAM=2.0M, TIME=24.902021.063.35
RNODEPARAM=2.0M, TIME=30.12021.063.36
RNODEsource=Reported in [19], PARAM=1.6M, TIME=40.392021.063.49
RNODE + STEERsource=Reported in [19], PARAM=1.6M, TIME=30.072021.063.49
Axial Transformer2021.063.76
Image Transformer2021.063.77
2-resolution MRCNFPARAM=1.3M, TIME=18.182021.063.77
2-resolution MRCNFPARAM=6.7M, TIME=17.982021.063.78
PixelSNAIL2021.063.8
Gated PixelCNN2021.063.83
VFlow2021.063.83
FFJORD + STEERPARAM=2.0M, TIME=>5days2021.063.84
SPNPARAM=150.0M2021.063.85
PixelRNN2021.063.86
Flow++PARAM=169.0M2021.063.86
NVAETIME=702021.063.92
ANF2021.063.92
3-resolution MRCNFPARAM=10.2M, TIME=41.202021.063.93
Parallel Multiscale2021.063.95
FFJORDPARAM=2.0M, TIME=>5days2021.063.96
3-resolution MRCNFPARAM=1.5M, TIME=13.782021.063.97
Residual Flow2021.064.01
MEFPARAM=37.7M2021.064.05
MintNetPARAM=17.4M2021.064.06
Wavelet FlowPARAM=64.0M2021.064.08
GlowPARAM=66.1M2021.064.09
EmergingPARAM=67.1M2021.064.09
IDF2021.064.18
Woodbury NF2021.064.2
RealNVPPARAM=46.0M2021.064.28