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Models/ADM-G

ADM-G

Reported on 7 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical6 results

Image GenerationonImageNet 128x128
FID· 2021-05-11
2.97
best: 1.26 (SiD2)
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Image GenerationonImageNet 512x512
FID· 2021-05-11
7.72
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 256x256
FID· 2021-05-11
4.59
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
Image GenerationonImageNet 256x256
Inception score· 2021-05-11
186.7
best: 338.08 (LEGO-XL)
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Image GenerationonImageNet 512x512
Inception score· 2021-05-11
172.71
best: 350.2 (DPC-U)
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Image GenerationonImageNet 256x256
FID· 2021-05-11
4.59
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233

Computer Vision2 results

Conditional Image GenerationonImageNet 256x256
FID· 2021-05-11
4.59
best: 3.39 (DiGIT)
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233
Conditional Image GenerationonImageNet 256x256
Inception score· 2021-05-11
186.7
best: 221.57 (ADM-G + EDS + ECT (ED-DPM, classifier_scale=1.0))
SOTA
Diffusion Models Beat GANs on Image Synthesis arXiv:2105.05233