LDM

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

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

Medical3 results

Image GenerationonLayoutBench
AP· 2021-12-20
9.9
best: 36.5 (IterInpaint)
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
Image GenerationonFFHQ 256 x 256
FID
8.11
best: 1.68 (StyleSAN-XL)
Image GenerationonImageNet 256x256
FID
4.29
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))