Text-to-Image Generation on Stable Diffusion A green colored rabbit. 1.5
1.75RewardGrid in U^1 (2 seeds)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Grid in U^1 (2 seeds)Efficiency=1/6 efficiency, Number of seeds=22025.09 | 1.75 | 4 | |
| Grid in U^3 (4 seeds)Efficiency=1/6 efficiency, Number of seeds=42025.09 | 1.73 | 7 | |
| Grid in U^5 (6 seeds)Efficiency=1/6 efficiency, Number of seeds=62025.09 | 1.71 | 7 | |
| Adjoint MatchingGPU hrs (training)=4 (A100)2025.09 | 1.71 | 5 | |
| Grid in U^1 (2 seeds)Efficiency=1/2 efficiency, Number of seeds=22025.09 | 1.67 | 6 | |
| Best-100-of-600Efficiency=1/6 efficiency2025.09 | 1.65 | 11 | |
| DPOKGPU hrs (training)=28 (A100)2025.09 | 1.62 | 7 | |
| Grid in U^5 (6 seeds)Efficiency=1/2 efficiency, Number of seeds=62025.09 | 1.56 | 9 | |
| Grid in U^3 (4 seeds)Efficiency=1/2 efficiency, Number of seeds=42025.09 | 1.55 | 8 | |
| Importance Fine-tuningGPU hrs (training)=7 (RTX 4090)2025.09 | 1.46 | 5 | |
| Best-1-of-6, 100 timesEfficiency=1/6 efficiency2025.09 | 1.42 | 13 | |
| Best-100-of-200Efficiency=1/2 efficiency2025.09 | 1.01 | 17 | |
| Best-1-of-2, 100 timesEfficiency=1/2 efficiency2025.09 | 0.54 | 17 | |
| Standard model samplingEfficiency=standard2025.09 | -0.16 | 17 |