Text-to-Image Generation on DiffusionDB prompts on FLUX.1 (dev)
4.28Latency (s)PrediT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PrediTOrder (O)=2, Threshold (τ)=2.5, Base Steps=252026.02 | 4.28 | 5.54 | 639.77 | 5.81 | 95.06 | 32.0696 | 6.7174 | |
| PrediTOrder (O)=2, Threshold (τ)=2, Base Steps=252026.02 | 5.54 | 4.28 | 743.92 | 5 | 97.73 | 32.1938 | 6.7307 | |
| TaylorSeerOrder (O)=2, Skip Interval (N)=6, Base Steps=252026.02 | 6.02 | 3.94 | 743.9 | 5 | 97.61 | 31.8897 | 6.7225 | |
| AB-CacheSkip Interval (N)=4, Base Steps=252026.02 | 6.49 | 3.65 | 1,026.76 | 3.62 | 93.08 | 31.8125 | 6.6681 | |
| TaylorSeerOrder (O)=2, Skip Interval (N)=5, Base Steps=252026.02 | 6.52 | 3.64 | 892.68 | 4.17 | 96.76 | 31.9409 | 6.7439 | |
| FORASkip Interval (N)=4, Base Steps=252026.02 | 6.9 | 3.44 | 967.07 | 3.85 | 96.18 | 32.0679 | 6.5243 | |
| FORASkip Interval (N)=3, Base Steps=252026.02 | 8.73 | 2.71 | 1,264.63 | 2.94 | 97.15 | 32.0571 | 6.5433 | |
| AB-CacheSkip Interval (N)=3, Base Steps=252026.02 | 8.74 | 2.71 | 1,339.06 | 2.78 | 93.57 | 31.848 | 6.6625 | |
| TeaCacheThreshold (τ)=0.8, Base Steps=252026.02 | 10.46 | 2.26 | 899.32 | 4.13 | 79.33 | 31.6661 | 6.4048 | |
| ∆-DiTSkip Interval (N)=3, Base Steps=252026.02 | 11.5 | 2.06 | 1,264.63 | 2.94 | 93.85 | 31.8708 | 6.4825 | |
| OriginalSampling Steps=252026.02 | 11.58 | 2.05 | 1,859.75 | 2 | 94.67 | 31.643 | 6.7307 | |
| TeaCacheThreshold (τ)=0.4, Base Steps=502026.02 | 12.31 | 1.92 | 1,438.92 | 2.58 | 87.1 | 31.7885 | 6.44 | |
| ABM-SolverThreshold (τ)=0.1, Base Steps=502026.02 | 13.05 | 1.82 | 952.22 | 3.9 | 93.78 | 32.0804 | 6.726 | |
| ∆-DiTSkip Interval (N)=2, Base Steps=502026.02 | 15.86 | 1.5 | 1,859.75 | 2 | 93.57 | 32.0211 | 6.5344 | |
| OriginalSampling Steps=502026.02 | 23.71 | 1 | 3,719.5 | 1 | 97.67 | 31.9448 | 6.7448 |