Denoising Diffusion Probabilistic Model (large, DINOv2)

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 GenerationonLSUN Bedroom 256 x 256
FD· 2020-06-19
229.76
best: 636.35 (Projected GAN (DINOv2))
SOTA
Denoising Diffusion Probabilistic Models arXiv:2006.11239
Image GenerationonLSUN Bedroom 256 x 256
Precision· 2020-06-19
0.79
best: 0.85 (ADM (dropout, DINOv2))
SOTA
Denoising Diffusion Probabilistic Models arXiv:2006.11239
Image GenerationonLSUN Bedroom 256 x 256
Recall· 2020-06-19
0.61
best: 0.75 (ADM (dropout, DINOv2))
SOTA
Denoising Diffusion Probabilistic Models arXiv:2006.11239