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Models/Efficient-VDVAE

Efficient-VDVAE

Reported on 8 benchmarks across 1 task · 1 paper · 6 SOTA

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

Medical8 results

Image GenerationonCelebA 64x64
bits/dimension· 2022-03-25
1.83
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonFFHQ 256 x 256
bits/dimension· 2022-03-25
0.53
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonCelebA-HQ 1024x1024
bits/dimension· 2022-03-25
1.01
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonCelebA 256x256
bpd· 2022-03-25
0.51
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonCelebA 256x256
bpd (8-bits)· 2022-03-25
1.35
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonFFHQ 1024 x 1024
bits/dimension· 2022-03-25
2.3
SOTA
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonBinarized MNIST
nats· 2022-03-25
79.09
best: 88.33 (NADE)
Efficient-VDVAE: Less is more arXiv:2203.13751
Image GenerationonFFHQ 256 x 256
FID· 2022-03-25
34.88
best: 1.68 (StyleSAN-XL)
Efficient-VDVAE: Less is more arXiv:2203.13751