metafile.yml

Collections:
- Name: EG3D
  Paper:
    Title: Efficient geometry-aware 3D generative adversarial networks
    URL: https://openaccess.thecvf.com/content/CVPR2022/html/Chan_Efficient_Geometry-Aware_3D_Generative_Adversarial_Networks_CVPR_2022_paper.html
  README: configs/eg3d/README.md
  Task:
  - 3d-aware generation
  Year: 2022
Models:
- Config: configs/eg3d/eg3d_cvt-official-rgb_shapenet-128x128.py
  In Collection: EG3D
  Name: eg3d_cvt-official-rgb_shapenet-128x128
  Results:
  - Dataset: ShaperNet-Car
    Metrics:
      FID50k: 5.6573
      FID50k-Camera: 5.2325
    Task: 3D-aware Generation
  Weights: https://download.openmmlab.com/mmediting/eg3d/eg3d_cvt-official-rgb_shapenet-128x128-85757f4d.pth
- Config: configs/eg3d/eg3d_cvt-official-rgb_afhq-512x512.py
  In Collection: EG3D
  Name: eg3d_cvt-official-rgb_afhq-512x512
  Results:
  - Dataset: AFHQ
    Metrics:
      FID50k: 2.9134
      FID50k-Camera: 6.4213
    Task: 3D-aware Generation
  Weights: https://download.openmmlab.com/mmediting/eg3d/eg3d_cvt-official-rgb_afhq-512x512-ca1dd7c9.pth
- Config: configs/eg3d/eg3d_cvt-official-rgb_ffhq-512x512.py
  In Collection: EG3D
  Name: eg3d_cvt-official-rgb_ffhq-512x512
  Results:
  - Dataset: FFHQ
    Metrics:
      FID50k: 4.3076
      FID50k-Camera: 6.4453
    Task: 3D-aware Generation
  Weights: https://download.openmmlab.com/mmediting/eg3d/eg3d_cvt-official-rgb_ffhq-512x512-5a0ddcb6.pth