Metric: Human Preference Alignement (HPSv2) (lower is better)
| # | Model↕ | Human Preference Alignement (HPSv2)▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LCM | 0.261 | No | Latent Consistency Models: Synthesizing High-Res... | 2023-10-06 | Code |
| 2 | Stable Diffusion 1.5 | 0.2646 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 3 | Stable Diffusion 1.5 (DPO) | 0.2672 | No | Diffusion Model Alignment Using Direct Preferenc... | 2023-11-21 | Code |
| 4 | Stable Diffusion 1.5 (DDPO) | 0.2673 | No | Training Diffusion Models with Reinforcement Lea... | 2023-05-22 | Code |
| 5 | Stable Diffusion 1.5 (Curriculum DPO) | 0.2681 | No | Curriculum Direct Preference Optimization for Di... | 2024-05-22 | Code |
| 6 | LCM (DDPO) | 0.2803 | No | Training Diffusion Models with Reinforcement Lea... | 2023-05-22 | Code |
| 7 | LCM (DPO) | 0.2814 | No | Diffusion Model Alignment Using Direct Preferenc... | 2023-11-21 | Code |
| 8 | LCM (Curriculum DPO) | 0.2851 | No | Curriculum Direct Preference Optimization for Di... | 2024-05-22 | Code |