BigGAN + gSR

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Medical3 results

Image GenerationoniNaturalist 2019
FID· 2022-08-21
13.95
best: 11.46 (StyeGAN2 + NoisyTwins)
SOTA
Improving GANs for Long-Tailed Data through Group Spectral Regularization arXiv:2208.09932
Image GenerationonLSUN
Average FID· 2022-08-21
20.18
SOTA
Improving GANs for Long-Tailed Data through Group Spectral Regularization arXiv:2208.09932
Image GenerationonCIFAR-10 LT
FID· 2022-08-21
12.03
SOTA
Improving GANs for Long-Tailed Data through Group Spectral Regularization arXiv:2208.09932

Computer Vision1 result

Conditional Image GenerationonCIFAR-10 LT
FID· 2022-08-21
12.03
SOTA
Improving GANs for Long-Tailed Data through Group Spectral Regularization arXiv:2208.09932