ADM-G + EDS + ECT (ED-DPM, classifier_scale=1.0)

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.

Medical3 results

Image GenerationonImageNet 256x256
Inception score· 2022-06-23
221.57
best: 338.08 (LEGO-XL)
SOTA
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474
Image GenerationonImageNet 256x256
FID· 2022-06-23
4.09
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474
Image GenerationonImageNet 256x256
FID· 2022-06-23
4.09
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474

Computer Vision2 results

Conditional Image GenerationonImageNet 256x256
FID· 2022-06-23
4.09
best: 3.39 (DiGIT)
SOTA
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474
Conditional Image GenerationonImageNet 256x256
Inception score· 2022-06-23
221.57
SOTA
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474