Glow (Kingma and Dhariwal, 2018)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Image GenerationonImageNet 64x64
Bits per dim· 2018-07-09
3.81
best: 4.351 (Logsparse (6 layers))
SOTA
Glow: Generative Flow with Invertible 1x1 Convolutions arXiv:1807.03039
Image GenerationonCelebA 256x256
bpd· 2018-07-09
1.03
best: 0.51 (Efficient-VDVAE)
SOTA
Glow: Generative Flow with Invertible 1x1 Convolutions arXiv:1807.03039
Image GenerationonImageNet 32x32
bpd· 2018-07-09
4.09
best: 3.34 (NFDM)
Glow: Generative Flow with Invertible 1x1 Convolutions arXiv:1807.03039