Image Generation on CelebA-HQ-256 (test)
7.22FIDLSGM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSGM2021.06 | 7.22 | — | |
| SDE2021.06 | 7.23 | — | |
| Self-Corrected Flow DistillationNFE=2, Sampling protocol=Multi-Step2024.12 | 7.67 | — | |
| PGGAN2021.06 | 8.03 | — | |
| Self-Corrected Flow DistillationNFE=1, Sampling protocol=One-Step2024.12 | 8.06 | — | |
| VQ-GAN2021.06 | 10.7 | — | |
| LFM+ Rectified + DistillNFE=1, Sampling protocol=One-Step2024.12 | 12.95 | — | |
| DC-VAE2021.06 | 15.8 | — | |
| LFM+ RectifiedNFE=1, Sampling protocol=One-Step2024.12 | 18.03 | — | |
| Adv. LAE2021.06 | 19.21 | — | |
| VAEBM2021.06 | 20.38 | — | |
| LFM+ CDNFE=2, Sampling protocol=Multi-Step2024.12 | 23.56 | — | |
| NCP-VAE2021.06 | 24.79 | — | |
| NVAE2021.06 | 29.76 | 0.7 | |
| LFM+ Rectified + DistillNFE=2, Sampling protocol=Multi-Step2024.12 | 30.85 | — | |
| VAE Backbone2021.06 | 30.87 | 0.7 | |
| LFM+ CDNFE=1, Sampling protocol=One-Step2024.12 | 41.34 | — | |
| GLOW2021.06 | 68.93 | 1.03 | |
| LFMNFE=1, Sampling protocol=One-Step2024.12 | 200.13 | — | |
| SPN2021.06 | — | 0.61 |