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Models/Projection Discriminator

Projection Discriminator

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical4 results

Image GenerationonCIFAR-10
FID· 2018-02-15
17.5
best: 1.22 (GMem)
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Image GenerationonImageNet 128x128
FID· uses extra data· 2018-02-15
27.62
best: 1.26 (SiD2)
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Image GenerationonImageNet 128x128
Inception score· uses extra data· 2018-02-15
36.8
best: 262.85 (Omni-INR-GAN)
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Image GenerationonCIFAR-10
Inception score· 2018-02-15
8.62
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
cGANs with Projection Discriminator arXiv:1802.05637

Computer Vision4 results

Conditional Image GenerationonCIFAR-10
FID· 2018-02-15
17.5
best: 1.64 (EDM-G++ (conditional))
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Conditional Image GenerationonImageNet 128x128
FID· uses extra data· 2018-02-15
27.62
best: 2.19 (EluCD_DDPM)
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Conditional Image GenerationonImageNet 128x128
Inception score· uses extra data· 2018-02-15
36.8
best: 262.85 (Omni-INR-GAN)
SOTA
cGANs with Projection Discriminator arXiv:1802.05637
Conditional Image GenerationonCIFAR-10
Inception score· 2018-02-15
8.62
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
cGANs with Projection Discriminator arXiv:1802.05637