mmgeneration/configs/styleganv3/metafile.yml at 2f67e590bcc1f3f3a00d383140c77e787fc3e0e1 · open-mmlab/mmgeneration · GitHub

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Collections:
- Metadata:
    Architecture:
    - StyleGANv3
  Name: StyleGANv3
  Paper:
  - https://nvlabs-fi-cdn.nvidia.com/stylegan3/stylegan3-paper.pdf
  README: configs\styleganv3\README.md
Models:
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/styleganv3/stylegan3_t_noaug_fp16_gamma32.8_ffhq_1024_b4x8.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_t_noaug_fp16_gamma32.8_ffhq_1024_b4x8
  Results:
  - Dataset: FFHQ
    Metrics:
      FID50k: 3.37<sup>\</sup>
      Iter: 490000.0
      Log: '[log]'
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_noaug_fp16_gamma32.8_ffhq_1024_b4x8_best_fid_iter_490000_20220401_120733-4ff83434.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/styleganv3/stylegan3_t_ada_fp16_gamma6.6_metfaces_1024_b4x8.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: Others
  Name: stylegan3_t_ada_fp16_gamma6.6_metfaces_1024_b4x8
  Results:
  - Dataset: Others
    Metrics:
      FID50k: 15.09
      Iter: 130000.0
      Log: '[log]'
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_ada_fp16_gamma6.6_metfaces_1024_b4x8_best_fid_iter_130000_20220401_115101-f2ef498e.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/styleganv3/stylegan3_t_noaug_fp16_gamma2.0_ffhq_256_b4x8.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_t_noaug_fp16_gamma2.0_ffhq_256_b4x8
  Results:
  - Dataset: FFHQ
    Metrics:
      FID50k: 7.65
      Iter: 740000.0
      Log: '[log]'
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_noaug_fp16_gamma2.0_ffhq_256_b4x8_best_fid_iter_740000_20220401_122456-730e1fba.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_t_ffhqu_256_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_t_ffhqu_256_b4x8_cvt_official_rgb
  Results:
  - Dataset: FFHQ
    Metrics:
      Comment: official weight
      EQ-R: 13.12
      EQ-T: 63.01
      FID50k: 4.62
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_ffhqu_256_b4x8_cvt_official_rgb_20220329_235046-153df4c8.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_t_afhqv2_512_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: Others
  Name: stylegan3_t_afhqv2_512_b4x8_cvt_official_rgb
  Results:
  - Dataset: Others
    Metrics:
      Comment: official weight
      EQ-R: 13.51
      EQ-T: 60.15
      FID50k: 4.04
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_afhqv2_512_b4x8_cvt_official_rgb_20220329_235017-ee6b037a.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_t_ffhq_1024_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_t_ffhq_1024_b4x8_cvt_official_rgb
  Results:
  - Dataset: FFHQ
    Metrics:
      Comment: official weight
      EQ-R: 13.82
      EQ-T: 61.21
      FID50k: 2.79
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_t_ffhq_1024_b4x8_cvt_official_rgb_20220329_235113-db6c6580.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_r_ffhqu_256_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_r_ffhqu_256_b4x8_cvt_official_rgb
  Results:
  - Dataset: FFHQ
    Metrics:
      Comment: official weight
      EQ-R: 40.48
      EQ-T: 66.65
      FID50k: 4.5
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_r_ffhqu_256_b4x8_cvt_official_rgb_20220329_234909-4521d963.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_r_afhqv2_512_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: Others
  Name: stylegan3_r_afhqv2_512_b4x8_cvt_official_rgb
  Results:
  - Dataset: Others
    Metrics:
      Comment: official weight
      EQ-R: 40.34
      EQ-T: 64.89
      FID50k: 4.4
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_r_afhqv2_512_b4x8_cvt_official_rgb_20220329_234829-f2eaca72.pth
- Config: https://github.com/open-mmlab/mmgeneration/tree/master/configs/_base_/models/stylegan/stylegan3_r_ffhq_1024_b4x8_cvt_official_rgb.py
  In Collection: StyleGANv3
  Metadata:
    Training Data: FFHQ
  Name: stylegan3_r_ffhq_1024_b4x8_cvt_official_rgb
  Results:
  - Dataset: FFHQ
    Metrics:
      Comment: official weight
      EQ-R: 46.62
      EQ-T: 64.76
      FID50k: 3.07
    Task: Unconditional GANs
  Weights: https://download.openmmlab.com/mmgen/stylegan3/stylegan3_r_ffhq_1024_b4x8_cvt_official_rgb_20220329_234933-ac0500a1.pth