metafile.yml

Collections:
- Name: StyleGANv3
  Paper:
    Title: Alias-Free Generative Adversarial Networks
    URL: https://nvlabs-fi-cdn.nvidia.com/stylegan3/stylegan3-paper.pdf
  README: configs/styleganv3/README.md
  Task:
  - unconditional gans
  Year: 2021
Models:
- Config: configs/styleganv3/stylegan3-t_gamma32.8_8xb4-fp16-noaug_ffhq-1024x1024.py
  In Collection: StyleGANv3
  Name: stylegan3-t_gamma32.8_8xb4-fp16-noaug_ffhq-1024x1024
  Results:
  - Dataset: ffhq1024x1024
    Metrics:
      Iter: 490000.0
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_noaug_fp16_gamma32.8_ffhq_1024_b4x8_best_fid_iter_490000_20220401_120733-4ff83434.pth
- Config: configs/styleganv3/stylegan3-t_ada-gamma6.6_8xb4-fp16_metfaces-1024x1024.py
  In Collection: StyleGANv3
  Name: stylegan3-t_ada-gamma6.6_8xb4-fp16_metfaces-1024x1024
  Results:
  - Dataset: metface1024x1024
    Metrics:
      FID50k: 15.09
      Iter: 130000.0
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_ada_fp16_gamma6.6_metfaces_1024_b4x8_best_fid_iter_130000_20220401_115101-f2ef498e.pth
- Config: configs/styleganv3/stylegan3-t_gamma2.0_8xb4-fp16-noaug_ffhq-256x256.py
  In Collection: StyleGANv3
  Name: stylegan3-t_gamma2.0_8xb4-fp16-noaug_ffhq-256x256
  Results:
  - Dataset: ffhq256x256
    Metrics:
      FID50k: 4.51
      Iter: 740000.0
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_noaug_fp16_gamma2.0_ffhq_256_b4x8_best_fid_iter_740000_20220401_122456-730e1fba.pth
- Config: configs/styleganv3/stylegan3-r_ada-gamma3.3_8xb4-fp16_metfaces-1024x1024.py
  In Collection: StyleGANv3
  Name: stylegan3-r_ada-gamma3.3_8xb4-fp16_metfaces-1024x1024
  Results:
  - Dataset: ffhq1024x1024
    Metrics: {}
    Task: Unconditional GANs
  Weights: <>
- Config: configs/styleganv3/stylegan3-t_cvt-official-rgb_8xb4_ffhqu-256x256.py
  In Collection: StyleGANv3
  Name: stylegan3-t_cvt-official-rgb_8xb4_ffhqu-256x256
  Results:
  - Dataset: ffhqu256x256
    Metrics:
      EQ-R: 13.12
      EQ-T: 63.01
      FID50k: 4.62
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_ffhqu_256_b4x8_cvt_official_rgb_20220329_235046-153df4c8.pth
- Config: configs/styleganv3/stylegan3-t_cvt-official-rgb_8xb4_afhqv2-512x512.py
  In Collection: StyleGANv3
  Name: stylegan3-t_cvt-official-rgb_8xb4_afhqv2-512x512
  Results:
  - Dataset: afhqv2512x512
    Metrics:
      EQ-R: 13.51
      EQ-T: 60.15
      FID50k: 4.04
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_afhqv2_512_b4x8_cvt_official_rgb_20220329_235017-ee6b037a.pth
- Config: configs/styleganv3/stylegan3-t_cvt-official-rgb_8xb4_ffhq-1024x1024.py
  In Collection: StyleGANv3
  Name: stylegan3-t_cvt-official-rgb_8xb4_ffhq-1024x1024
  Results:
  - Dataset: ffhq1024x1024
    Metrics:
      EQ-R: 13.82
      EQ-T: 61.21
      FID50k: 2.79
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_t_ffhq_1024_b4x8_cvt_official_rgb_20220329_235113-db6c6580.pth
- Config: configs/styleganv3/stylegan3-r_cvt-official-rgb_8xb4_ffhqu-256x256.py
  In Collection: StyleGANv3
  Name: stylegan3-r_cvt-official-rgb_8xb4_ffhqu-256x256
  Results:
  - Dataset: ffhqu256x256
    Metrics:
      EQ-R: 40.48
      EQ-T: 66.65
      FID50k: 4.5
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_r_ffhqu_256_b4x8_cvt_official_rgb_20220329_234909-4521d963.pth
- Config: configs/styleganv3/stylegan3-r_cvt-official-rgb_8xb4x8_afhqv2-512x512.py
  In Collection: StyleGANv3
  Name: stylegan3-r_cvt-official-rgb_8xb4x8_afhqv2-512x512
  Results:
  - Dataset: afhqv2512x512
    Metrics:
      EQ-R: 40.34
      EQ-T: 64.89
      FID50k: 4.4
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_r_afhqv2_512_b4x8_cvt_official_rgb_20220329_234829-f2eaca72.pth
- Config: configs/styleganv3/stylegan3-r_cvt-official-rgb_8xb4_ffhq-1024x1024.py
  In Collection: StyleGANv3
  Name: stylegan3-r_cvt-official-rgb_8xb4_ffhq-1024x1024
  Results:
  - Dataset: ffhq1024x1024
    Metrics:
      EQ-R: 46.62
      EQ-T: 64.76
      FID50k: 3.07
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmediting/stylegan3/stylegan3_r_ffhq_1024_b4x8_cvt_official_rgb_20220329_234933-ac0500a1.pth