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Models/aw-SN-GAN

aw-SN-GAN

Reported on 10 benchmarks across 2 tasks · 1 paper

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

Medical8 results

Image GenerationonSTL-10
FID· 2020-12-05
34.72
best: 6.91 (Diffusion ProjectedGAN)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonSTL-10
Inception score· 2020-12-05
9.61
best: 13.43 (UNCSN++ (RVE) + ST)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-100
FID· 2020-12-05
19.08
best: 2.99 (LeCAM (StyleGAN2 + ADA))
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-100
Inception Score· 2020-12-05
8.31
best: 14.36 (MHingeGAN)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-10
FID· 2020-12-05
8.03
best: 1.22 (GMem)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-10
Inception score· 2020-12-05
9
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-100
FID· 2020-12-05
14
best: 2.99 (LeCAM (StyleGAN2 + ADA))
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Image GenerationonCIFAR-100
Inception Score· 2020-12-05
9.48
best: 14.36 (MHingeGAN)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149

Computer Vision4 results

Conditional Image GenerationonCIFAR-10
FID· 2020-12-05
8.03
best: 1.64 (EDM-G++ (conditional))
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Conditional Image GenerationonCIFAR-10
Inception score· 2020-12-05
9
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Conditional Image GenerationonCIFAR-100
FID· 2020-12-05
14
best: 3.86 (DLSM)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149
Conditional Image GenerationonCIFAR-100
Inception Score· 2020-12-05
9.48
best: 14.36 (MHingeGAN)
Adaptive Weighted Discriminator for Training Generative Adversarial Networks arXiv:2012.03149