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Models/Attention2Angio w/o Perceptual Loss

Attention2Angio w/o Perceptual Loss

Reported on 6 benchmarks across 3 tasks · 1 paper · 3 SOTA

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· 2020-07-17
20.7
best: 17.3 (VTGAN)
SOTA
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191
Image-to-Image TranslationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2020-07-17
0.00392
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191

Medical2 results

Image GenerationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
FID· 2020-07-17
20.7
best: 17.3 (VTGAN)
SOTA
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191
Image GenerationonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2020-07-17
0.00392
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191

Miscellaneous2 results

1 Image, 2*2 StitchingonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
FID· 2020-07-17
20.7
best: 17.3 (VTGAN)
SOTA
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191
1 Image, 2*2 StitchingonFundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Kernel Inception Distance· 2020-07-17
0.00392
best: 0.00595 (Attention2Angio w/o Perceptual Loss + Feature Matching Loss)
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks arXiv:2007.09191