MMD-PMish-NAS (Compressed)

Reported on 8 benchmarks across 1 task

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

Medical8 results

Image GenerationonSTL-10
FID
13.07
best: 6.91 (Diffusion ProjectedGAN)
Image GenerationonSTL-10
Inception score
11.85
best: 13.43 (UNCSN++ (RVE) + ST)
Image GenerationonSTL-10
Model Size (MB)
2.78
best: 19.47 (MMD-PMish-NAS)
Image GenerationonCelebA 64x64
FID
2.03
best: 1.27 (DDPM-IP)
Image GenerationonCelebA 64x64
Model Size (MB)
3.04
best: 6.67 (MMD-PMish-NAS)
Image GenerationonCIFAR-100
FID
8.37
best: 2.99 (LeCAM (StyleGAN2 + ADA))
Image GenerationonCIFAR-100
Inception Score
10.34
best: 14.36 (MHingeGAN)
Image GenerationonCIFAR-100
Model Size (MB)
2.3
best: 17.9 (MMD-PMish-NAS)