Text-to-Image Generation on PixelGen 512x512 (test)
92.1ImageRewardPixelGen
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PixelGenSampling steps=25, Speedup (s)=1.00×, TFLOPs=65.362026.05 | 92.1 | 73.4 | 5.95 | 57.4 | 79.4 | |
| Spectral Progressive Diffusion (LoRA)Fine-tuning type=LoRA, Number of resolution stages (S)=2, Speedup (s)=1.55×, TFLOPs=33.722026.05 | 91.3 | 72.8 | 5.87 | 58 | 77.6 | |
| Spectral Progressive Diffusion (TF)Fine-tuning type=TF, Number of resolution stages (S)=2, Speedup (s)=1.60×, TFLOPs=33.722026.05 | 79.9 | 71.8 | 6.1 | 56.8 | 78.2 |