Image Generation on AFHQ 64 x 64 v2 (test)
1.96FIDSeparate Compression
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Separate CompressionRetention Ratio=1.0x, MACs=41.9G, Training Overhead=200N2026.04 | 1.96 | — | |
| OFA-Diffusion CompressionFine-tune=20K, Retention Ratio=1.0x, MACs=41.9G, Training Overhead=200 + 20N2026.04 | 2.02 | — | |
| OFA-Diffusion CompressionRetention Ratio=1.0x, MACs=41.9G, Training Overhead=2002026.04 | 2.37 | — | |
| Separate CompressionRetention Ratio=0.25x, MACs=12.06G, Training Overhead=200N2026.04 | 5.66 | — | |
| Naive OFATraining Overhead=2002026.04 | — | 4.78 | |
| OFA-Diffusion CompressionTraining Overhead=2002026.04 | — | 3.05 | |
| OFA-Diffusion CompressionFine-tune=20K, Training Overhead=200 + 20N2026.04 | — | 3 | |
| Separate CompressionTraining Overhead=200N2026.04 | — | 3.32 |