Text-to-image synthesis on 40 animal prompts Stable Diffusion v1.5 (test)
9.18Aesthetic ScoreDAV Posterior
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAV PosteriorOptimization strategy=Test-time search2025.10 | 9.18 | 0.53 | 0.91 | |
| DAV-KL PosteriorOptimization strategy=Test-time search2025.10 | 8.66 | 0.58 | 1.14 | |
| DAVOptimization strategy=Fine-tuning, Epoch=1002025.10 | 8.04 | 0.53 | 0.95 | |
| DRaFTOptimization strategy=Fine-tuning, Checkpoint=last checkpoint before over-optimization2025.10 | 7.22 | 0.46 | 0.19 | |
| DASOptimization strategy=Test-time search2025.10 | 7.22 | 0.65 | 1.07 | |
| DAV-KLOptimization strategy=Fine-tuning, Epoch=1002025.10 | 6.99 | 0.58 | 1.13 | |
| DDPOOptimization strategy=Fine-tuning, Checkpoint=last checkpoint before over-optimization2025.10 | 6.83 | 0.48 | 0.27 | |
| TDPOOptimization strategy=Fine-tuning, Epoch=1002025.10 | 6.78 | 0.39 | 0.51 | |
| PretrainedOptimization strategy=Fine-tuning2025.10 | 5.4 | 0.65 | 0.9 |