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Models/ADC-GAN

ADC-GAN

Reported on 16 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Medical8 results

Image GenerationonTiny ImageNet
FID· 2021-07-21
19.02
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonTiny ImageNet
Intra-FID· 2021-07-21
63.05
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonCIFAR-10
Intra-FID· 2021-07-21
40.45
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonCIFAR-100
Intra-FID· 2021-07-21
49.24
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonCIFAR-10
FID· 2021-07-21
5.66
best: 1.22 (GMem)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonCIFAR-100
FID· 2021-07-21
8.12
best: 2.99 (LeCAM (StyleGAN2 + ADA))
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonImageNet 128x128
FID· 2021-07-21
8.02
best: 1.26 (SiD2)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Image GenerationonImageNet 128x128
Inception score· 2021-07-21
108.1
best: 262.85 (Omni-INR-GAN)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060

Computer Vision8 results

Conditional Image GenerationonTiny ImageNet
FID· 2021-07-21
19.02
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonTiny ImageNet
Intra-FID· 2021-07-21
63.05
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonCIFAR-10
Intra-FID· 2021-07-21
40.45
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonCIFAR-100
Intra-FID· 2021-07-21
49.24
SOTA
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonCIFAR-10
FID· 2021-07-21
5.66
best: 1.64 (EDM-G++ (conditional))
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonCIFAR-100
FID· 2021-07-21
8.12
best: 3.86 (DLSM)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonImageNet 128x128
FID· 2021-07-21
8.02
best: 2.19 (EluCD_DDPM)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060
Conditional Image GenerationonImageNet 128x128
Inception score· 2021-07-21
108.1
best: 262.85 (Omni-INR-GAN)
Conditional GANs with Auxiliary Discriminative Classifier arXiv:2107.10060