Text-to-Image Generation on Stable Diffusion Two roses in a vase 1.5
1.64RewardBest-100-of-600
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Best-100-of-600Efficiency=1/6 efficiency2025.09 | 1.64 | 0.09 | |
| DPOKGPU hrs (training)=28 (A100)2025.09 | 1.59 | 0.11 | |
| Best-1-of-6, 100 timesEfficiency=1/6 efficiency2025.09 | 1.55 | 0.09 | |
| Grid in U^1 (2 seeds)Efficiency=1/6 efficiency, Number of seeds=22025.09 | 1.55 | 0.06 | |
| Importance Fine-tuningGPU hrs (training)=7 (RTX 4090)2025.09 | 1.53 | 0.08 | |
| Adjoint MatchingGPU hrs (training)=4 (A100)2025.09 | 1.5 | 0.09 | |
| Grid in U^1 (2 seeds)Efficiency=1/2 efficiency, Number of seeds=22025.09 | 1.43 | 0.05 | |
| Best-100-of-200Efficiency=1/2 efficiency2025.09 | 1.4 | 0.09 | |
| Grid in U^3 (4 seeds)Efficiency=1/6 efficiency, Number of seeds=42025.09 | 1.4 | 0.08 | |
| Grid in U^5 (6 seeds)Efficiency=1/2 efficiency, Number of seeds=62025.09 | 1.34 | 0.09 | |
| Grid in U^5 (6 seeds)Efficiency=1/6 efficiency, Number of seeds=62025.09 | 1.32 | 0.09 | |
| Grid in U^3 (4 seeds)Efficiency=1/2 efficiency, Number of seeds=42025.09 | 1.29 | 0.08 | |
| Best-1-of-2, 100 timesEfficiency=1/2 efficiency2025.09 | 1.22 | 0.09 | |
| Standard model samplingEfficiency=standard2025.09 | 0.8 | 0.12 |