i-DODE

Reported on 4 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Medical2 results

Image GenerationonImageNet 32x32
bpd· 2023-05-06
3.43
best: 3.34 (NFDM)
SOTA
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs arXiv:2305.03935
Image GenerationonImageNet 32x32
FID· 2023-05-06
9.09
best: 0.79 (PaGoDA)
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs arXiv:2305.03935

Methodology2 results

Density EstimationonCIFAR-10
NLL (bits/dim)· 2023-05-06
2.42
SOTA
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs arXiv:2305.03935
Density EstimationonImageNet 32x32
NLL (bits/dim)· 2023-05-06
3.69
best: 3.67 (MuLAN)
SOTA
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs arXiv:2305.03935