DDMI

Reported on 5 benchmarks across 3 tasks · 1 paper

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

Medical3 results

Image GenerationonAFHQ Dog
FID· 2024-01-23
8.54
best: 4.52 (Projected GAN)
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations arXiv:2401.12517
Image GenerationonAFHQ Cat
FID· 2024-01-23
4.27
best: 2.16 (Projected GAN)
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations arXiv:2401.12517
Image GenerationonCelebA-HQ 256x256
FID· 2024-01-23
8.73
best: 3.15 (RDM)
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations arXiv:2401.12517

Computer Vision1 result

VideoonSky Time-lapse
FVD 16· 2024-01-23
66.25
best: 183.6 (MoCoGAN-HD (128x128))
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations arXiv:2401.12517

Natural Language Processing1 result

Video GenerationonSky Time-lapse
FVD 16· 2024-01-23
66.25
best: 183.6 (MoCoGAN-HD (128x128))
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations arXiv:2401.12517