TDPM+ (TTrunc=99)

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

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

Medical4 results

Image GenerationonLSUN Bedroom 256 x 256
NFE· 2022-02-19
100
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
Image GenerationonLSUN Churches 256 x 256
NFE· 2022-02-19
100
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
Image GenerationonLSUN Bedroom 256 x 256
FID· 2022-02-19
1.88
best: 1.43 (Diffusion ProjectedGAN)
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
Image GenerationonLSUN Churches 256 x 256
FID· 2022-02-19
3.98
best: 1.59 (Projected GAN)
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671