ADM-G, ADM-U

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

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

Medical3 results

Image GenerationonImageNet 512x512
FID· 2021-05-11
3.85
best: 1.21 (EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3))
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Image GenerationonImageNet 512x512
Inception score· 2021-05-11
221.72
best: 350.2 (DPC-U)
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Image GenerationonImageNet 256x256
FID· 2021-05-11
3.94
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233