Image Generation on FLUX (test)
1.085ImgRewardFLUX-50
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FLUX-50sampling steps=502025.11 | 1.085 | 64.7 | 71.9 | 30.82 | 11.5 | 1 | |
| OursSpeedup Target=4x2025.11 | 1.027 | 61.6 | 72.29 | 31.16 | 2.6 | 4.4 | |
| MagCacheAcceleration Strategy=Temporal, Speedup Target=4x2025.11 | 0.993 | 51.2 | 67.37 | 30.98 | 3 | 3.9 | |
| FLUX-12sampling steps=122025.11 | 0.985 | 58.8 | 68.94 | 31.19 | 2.8 | 4.1 | |
| ToCaAcceleration Strategy=Temporal, Speedup Target=4x2025.11 | 0.956 | 49.8 | 66.49 | 31.25 | 2.9 | 4 | |
| RALUAcceleration Strategy=Spatial, Speedup Target=4x2025.11 | 0.94 | 59.2 | 70.06 | 31.04 | 2.7 | 4.2 | |
| OursSpeedup Target=6x2025.11 | 0.929 | 56.5 | 69.01 | 31.25 | 1.7 | 6.6 | |
| FLUX-7sampling steps=72025.11 | 0.905 | 48.4 | 62.85 | 31.24 | 1.7 | 6.6 | |
| Bottleneck SamplingAcceleration Strategy=Spatial, Speedup Target=4x2025.11 | 0.903 | 48.5 | 65.29 | 31.22 | 2.9 | 4 | |
| RALUAcceleration Strategy=Spatial, Speedup Target=6x2025.11 | 0.9 | 53.3 | 66.87 | 31.07 | 1.7 | 6.6 | |
| TeaCacheAcceleration Strategy=Temporal, Speedup Target=4x2025.11 | 0.803 | 51.9 | 63.36 | 30.91 | 2.8 | 4.1 | |
| Bottleneck SamplingAcceleration Strategy=Spatial, Speedup Target=6x2025.11 | 0.753 | 42.4 | 58.34 | 31.18 | 1.7 | 6.6 | |
| MagCacheAcceleration Strategy=Temporal, Speedup Target=6x2025.11 | 0.487 | 42.5 | 52.82 | 31.21 | 2 | 5.9 | |
| ToCaAcceleration Strategy=Temporal, Speedup Target=6x2025.11 | 0.345 | 43.5 | 50.23 | 30.99 | 1.8 | 6.5 |