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Models/SAGAN

SAGAN

Reported on 8 benchmarks across 2 tasks · 2 papers · 8 SOTA

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

Medical6 results

Image GenerationonCLEVR
FID-5k-training-steps· 2021-03-01
26.0433
best: 0.89 (Projected GAN)
SOTA
Generative Adversarial Transformers arXiv:2103.01209
Image GenerationonFFHQ
FID-10k-training-steps· 2021-03-01
16.2069
best: 10.8309 (StyleGAN2)
SOTA
Generative Adversarial Transformers arXiv:2103.01209
Image GenerationonCityscapes
FID-10k-training-steps· 2021-03-01
12.8077
best: 3.41 (Projected GAN)
SOTA
Generative Adversarial Transformers arXiv:2103.01209
Image GenerationonLSUN Bedroom 256 x 256
FID-10k-training-steps· 2021-03-01
14.0595
best: 1.52 (Projected GAN)
SOTA
Generative Adversarial Transformers arXiv:2103.01209
Image GenerationonImageNet 128x128
FID· uses extra data· 2018-05-21
18.65
best: 1.26 (SiD2)
SOTA
Self-Attention Generative Adversarial Networks arXiv:1805.08318
Image GenerationonImageNet 128x128
Inception score· uses extra data· 2018-05-21
52.52
best: 262.85 (Omni-INR-GAN)
SOTA
Self-Attention Generative Adversarial Networks arXiv:1805.08318

Computer Vision2 results

Conditional Image GenerationonImageNet 128x128
FID· uses extra data· 2018-05-21
18.65
best: 2.19 (EluCD_DDPM)
SOTA
Self-Attention Generative Adversarial Networks arXiv:1805.08318
Conditional Image GenerationonImageNet 128x128
Inception score· uses extra data· 2018-05-21
52.52
best: 262.85 (Omni-INR-GAN)
SOTA
Self-Attention Generative Adversarial Networks arXiv:1805.08318