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Models/StyleGAN-XL

StyleGAN-XL

Reported on 11 benchmarks across 1 task · 1 paper · 10 SOTA

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

Medical11 results

Image GenerationonPokemon 1024x1024
FID· 2022-02-01
25.47
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 64x64
NFE· 2022-02-01
1
best: 126 (SIMS)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 32x32
FID· 2022-02-01
1.1
best: 0.79 (PaGoDA)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonFFHQ 256 x 256
FID· 2022-02-01
2.19
best: 1.68 (StyleSAN-XL)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonFFHQ 1024 x 1024
FID· 2022-02-01
2.02
best: 1.61 (StyleSAN-XL)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonFFHQ 512 x 512
FID· 2022-02-01
2.41
best: 1.77 (StyleSAN-XL)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonPokemon 256x256
FID· 2022-02-01
23.97
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 128x128
FID· 2022-02-01
1.81
best: 1.26 (SiD2)
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 512x512
FID· 2022-02-01
2.4
best: 1.21 (EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3))
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 256x256
FID· 2022-02-01
2.3
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
SOTA
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273
Image GenerationonImageNet 64x64
FID· 2022-02-01
1.51
best: 0.92 (SIMS)
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets arXiv:2202.00273