IC-GAN + DA

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

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

Computer Vision3 results

Conditional Image GenerationonImageNet 64x64
FID· 2021-09-10
6.7
SOTA
Instance-Conditioned GAN arXiv:2109.05070
Conditional Image GenerationonImageNet 128x128
FID· 2021-09-10
9.5
best: 2.19 (EluCD_DDPM)
Instance-Conditioned GAN arXiv:2109.05070
Conditional Image GenerationonImageNet 128x128
Inception score· 2021-09-10
108.6
best: 262.85 (Omni-INR-GAN)
Instance-Conditioned GAN arXiv:2109.05070

Medical3 results

Image GenerationonImageNet 64x64
FID· 2021-09-10
6.7
best: 0.92 (SIMS)
Instance-Conditioned GAN arXiv:2109.05070
Image GenerationonImageNet 128x128
FID· 2021-09-10
9.5
best: 1.26 (SiD2)
Instance-Conditioned GAN arXiv:2109.05070
Image GenerationonImageNet 128x128
Inception score· 2021-09-10
108.6
best: 262.85 (Omni-INR-GAN)
Instance-Conditioned GAN arXiv:2109.05070