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Models/QSNGAN

QSNGAN

Reported on 7 benchmarks across 1 task · 1 paper · 3 SOTA

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

Medical7 results

Image GenerationonCelebA-HQ 128x128
IS· 2021-04-19
2.249
SOTA
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonOxford 102 Flowers 128x128
FID· 2021-04-19
115.838
SOTA
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonOxford 102 Flowers 128x128
IS· 2021-04-19
3
SOTA
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonSTL-10
FID· 2021-04-19
59.611
best: 6.91 (Diffusion ProjectedGAN)
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonSTL-10
Inception score· 2021-04-19
4.987
best: 13.43 (UNCSN++ (RVE) + ST)
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonCelebA-HQ 128x128
FID· 2021-04-19
29.417
best: 2.03 (U-Net GAN)
Quaternion Generative Adversarial Networks arXiv:2104.09630
Image GenerationonCIFAR-10
FID· 2021-04-19
31.966
best: 1.22 (GMem)
Quaternion Generative Adversarial Networks arXiv:2104.09630