Text-to-Image Generation on FLUX.1 dev (test)
1.095ImageRewardFLUX
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FLUXDenoising steps=50, Speedup (s)=1.00×, TFLOPs=2991.01, Image resolution=1024^22026.05 | 1.095 | 0.707 | 6.75 | 0.634 | 0.698 | |
| Spectral Progressive DiffusionS (Number of resolution scales)=2, Speedup (s)=5.77×, TFLOPs=500.34, Image resolution=1024^22026.05 | 1.059 | 0.696 | 6.69 | 0.624 | 0.655 | |
| Spectral Progressive DiffusionS (Number of resolution scales)=2, Speedup (s)=1.66×, TFLOPs=1755.22, Image resolution=1024^22026.05 | 1.049 | 0.719 | 6.43 | 0.617 | 0.654 | |
| Spectral Progressive DiffusionS (Number of resolution scales)=3, Speedup (s)=6.09×, TFLOPs=469.15, Image resolution=1024^22026.05 | 1.042 | 0.701 | 6.53 | 0.623 | 0.637 | |
| Spectral Progressive DiffusionS (Number of resolution scales)=2, Speedup (s)=6.78×, TFLOPs=427.03, Image resolution=1024^22026.05 | 1.039 | 0.689 | 6.78 | 0.62 | 0.667 | |
| RALUSpeedup (s)=1.58×, TFLOPs=1749.94, Image resolution=1024^22026.05 | 1.028 | 0.712 | 6.07 | 0.613 | 0.648 | |
| RALUSpeedup (s)=4.98×, TFLOPs=540.47, Image resolution=1024^22026.05 | 1.022 | 0.7 | 6.43 | 0.626 | 0.652 | |
| Spectral Progressive DiffusionS (Number of resolution scales)=3, Speedup (s)=7.09×, TFLOPs=406.24, Image resolution=1024^22026.05 | 1.015 | 0.694 | 5.99 | 0.627 | 0.637 | |
| RALUSpeedup (s)=6.69×, TFLOPs=426.01, Image resolution=1024^22026.05 | 0.999 | 0.681 | 6.87 | 0.633 | 0.682 | |
| FLUXDenoising steps=10, Speedup (s)=4.84×, TFLOPs=610.02, Image resolution=1024^22026.05 | 0.981 | 0.679 | 6.93 | 0.618 | 0.647 | |
| FLUXDenoising steps=7, Speedup (s)=6.62×, TFLOPs=431.45, Image resolution=1024^22026.05 | 0.92 | 0.66 | 8.25 | 0.594 | 0.583 | |
| BottleneckSpeedup (s)=4.67×, TFLOPs=571.23, Image resolution=1024^22026.05 | 0.889 | 0.661 | 9.16 | 0.62 | 0.687 | |
| BottleneckSpeedup (s)=6.64×, TFLOPs=431.52, Image resolution=1024^22026.05 | 0.792 | 0.631 | 8.71 | 0.605 | 0.672 |