Collections:
- Metadata:
    Architecture:
    - Improved-DDPM
  Name: Improved-DDPM
  Paper:
  - https://arxiv.org/abs/2102.09672
  README: configs/improved_ddpm/README.md
Models:
- Config: https://github.com/open-mmlab/mmgeneration/blob/master/configs/improved_ddpm/ddpm_cosine_hybird_timestep-4k_drop0.3_cifar10_32x32_b8x16_500k.py
  In Collection: Improved-DDPM
  Metadata:
    Training Data: CIFAR
  Name: ddpm_cosine_hybird_timestep-4k_drop0.3_cifar10_32x32_b8x16_500k
  Results:
  - Dataset: CIFAR
    Metrics:
      FID: 3.8848
    Task: Denoising Diffusion Probabilistic Models
  Weights: https://download.openmmlab.com/mmgen/improved_ddpm/ddpm_cosine_hybird_timestep-4k_drop0.3_cifar10_32x32_b8x16_500k_20220103_222621-2f42f476.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/improve_ddpm/ddpm_cosine_hybird_timestep-4k_imagenet1k_64x64_b8x16_1500k.py
  In Collection: Improved-DDPM
  Metadata:
    Training Data: IMAGENET
  Name: ddpm_cosine_hybird_timestep-4k_imagenet1k_64x64_b8x16_1500k
  Results:
  - Dataset: IMAGENET
    Metrics:
      FID: 13.5181
    Task: Denoising Diffusion Probabilistic Models
  Weights: https://download.openmmlab.com/mmgen/improved_ddpm/ddpm_cosine_hybird_timestep-4k_imagenet1k_64x64_b8x16_1500k_20220103_223919-b8f1a310.pth
- Config: https://github.com/open-mmlab/mmgeneration/blob/master/configs/improved_ddpm/ddpm_cosine_hybird_timestep-4k_drop0.3_imagenet1k_64x64_b8x16_1500k.py
  In Collection: Improved-DDPM
  Metadata:
    Training Data: IMAGENET
  Name: ddpm_cosine_hybird_timestep-4k_drop0.3_imagenet1k_64x64_b8x16_1500k
  Results:
  - Dataset: IMAGENET
    Metrics:
      FID: 13.4094
    Task: Denoising Diffusion Probabilistic Models
  Weights: https://download.openmmlab.com/mmgen/improved_ddpm/ddpm_cosine_hybird_timestep-4k_drop0.3_imagenet1k_64x64_b8x16_1500k_20220103_224427-7bb55975.pth