Image Generation on DrawBench
Metric: Text Alignement (SentenceBERT) (higher is better)
Metric: Text Alignement (SentenceBERT) (higher is better)
| # | Model↕ | Text Alignement (SentenceBERT)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Stable Diffusion 1.5 (Curriculum DPO) | 0.6234 | No | Curriculum Direct Preference Optimization for Di... | 2024-05-22 | Code |
| 2 | Stable Diffusion 1.5 (DPO) | 0.6075 | No | Diffusion Model Alignment Using Direct Preferenc... | 2023-11-21 | Code |
| 3 | Stable Diffusion 1.5 (DDPO) | 0.6024 | No | Training Diffusion Models with Reinforcement Lea... | 2023-05-22 | Code |
| 4 | Stable Diffusion 1.5 | 0.5997 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 5 | LCM (Curriculum DPO) | 0.5812 | No | Curriculum Direct Preference Optimization for Di... | 2024-05-22 | Code |
| 6 | LCM (DDPO) | 0.5721 | No | Training Diffusion Models with Reinforcement Lea... | 2023-05-22 | Code |
| 7 | LCM (DPO) | 0.572 | No | Diffusion Model Alignment Using Direct Preferenc... | 2023-11-21 | Code |
| 8 | LCM | 0.5602 | No | Latent Consistency Models: Synthesizing High-Res... | 2023-10-06 | Code |