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Models/StarGAN-v2

StarGAN-v2

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Computer Vision2 results

Image-to-Image TranslationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
FID· 2019-12-04
27.7
best: 17.3 (VTGAN)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image-to-Image TranslationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2019-12-04
0.00118
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865

Medical2 results

Image GenerationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
FID· 2019-12-04
27.7
best: 17.3 (VTGAN)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
Image GenerationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2019-12-04
0.00118
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865

Miscellaneous2 results

1 Image, 2*2 StitchingonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
FID· 2019-12-04
27.7
best: 17.3 (VTGAN)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865
1 Image, 2*2 StitchingonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2019-12-04
0.00118
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
StarGAN v2: Diverse Image Synthesis for Multiple Domains arXiv:1912.01865