ADM-G + EDS + ECT (ED-DPM, classifier_scale=0.6)

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

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

Computer Vision2 results

Conditional Image GenerationonImageNet 128x128
FID· 2022-06-23
2.68
best: 2.19 (EluCD_DDPM)
SOTA
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474
Conditional Image GenerationonImageNet 128x128
Inception score· 2022-06-23
169.24
best: 262.85 (Omni-INR-GAN)
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474

Medical2 results

Image GenerationonImageNet 128x128
FID· 2022-06-23
2.68
best: 1.26 (SiD2)
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474
Image GenerationonImageNet 128x128
Inception score· 2022-06-23
169.24
best: 262.85 (Omni-INR-GAN)
Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation arXiv:2206.11474