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Models/StarGAN v2

StarGAN v2

Reported on 12 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Computer Vision6 results

Image-to-Image TranslationonCelebA-HQ
FID· 2019-12-04
13.73
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonCelebA-HQ
LPIPS· 2019-12-04
0.428
best: 0.29 (PHStarGANv2 n=4)
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonAFHQ
FID· 2019-12-04
24.4
best: 16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonAFHQ
LPIPS· 2019-12-04
0.524
best: 0.122
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonAFHQ
FID· 2019-12-04
16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonCelebA-HQ
FID· 2019-12-04
13.73
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865

Medical6 results

Image GenerationonCelebA-HQ
FID· 2019-12-04
13.73
best: 4.86 (MAT)
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonCelebA-HQ
LPIPS· 2019-12-04
0.428
best: 0.29 (PHStarGANv2 n=4)
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonAFHQ
FID· 2019-12-04
24.4
best: 16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonAFHQ
LPIPS· 2019-12-04
0.524
best: 0.122
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonAFHQ
FID· 2019-12-04
16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonCelebA-HQ
FID· 2019-12-04
13.73
best: 4.86 (MAT)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865

Miscellaneous6 results

1 Image, 2*2 StitchingonCelebA-HQ
FID· 2019-12-04
13.73
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonCelebA-HQ
LPIPS· 2019-12-04
0.428
best: 0.29 (PHStarGANv2 n=4)
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonAFHQ
FID· 2019-12-04
24.4
best: 16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonAFHQ
LPIPS· 2019-12-04
0.524
best: 0.122
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonAFHQ
FID· 2019-12-04
16.2
SOTA
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonCelebA-HQ
FID· 2019-12-04
13.73
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865