Text-to-image generation on FLUX.1 200 prompts (dev)
595.12FLOPs (T)TaylorSeer
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TaylorSeerO=2, Compute Regime=Low-compute, Efficient Attention=true2026.05 | 595.12 | 6.25 | 87.6 | 27.489 | 120.66 | 10.019 | 36.6 | 0.715 | |
| FORAN=7, Efficient Attention=true2026.05 | 595.12 | 6.25 | 66.3 | 27.225 | 120.53 | 11.468 | 45.1 | 0.671 | |
| SpeCaCompute Regime=Low-compute, Efficient Attention=true2026.05 | 603.44 | 6.16 | 96.4 | 28.124 | 96.82 | 12.919 | 48.3 | 0.55 | |
| SoftCapCompute Regime=Low-compute, Efficient Attention=true2026.05 | 614.55 | 6.05 | 98.7 | 27.879 | 89.82 | 13.598 | 51.7 | 0.508 | |
| SoftCapCompute Regime=Mid-compute, Efficient Attention=true2026.05 | 724.62 | 5.13 | 98.1 | 27.815 | 89.29 | 13.677 | 53 | 0.498 | |
| SpeCaCompute Regime=Mid-compute, Efficient Attention=true2026.05 | 725.58 | 5.13 | 96.7 | 27.652 | 90.52 | 13.311 | 51.3 | 0.518 | |
| FLUXSteps=10, Efficient Attention=true2026.05 | 743.9 | 5 | 82.1 | 27.592 | 107.67 | 12.775 | 50.1 | 0.568 | |
| TaylorSeerO=2, Compute Regime=Mid-compute, Efficient Attention=true2026.05 | 743.9 | 5 | 98 | 27.709 | 114.54 | 10.204 | 39 | 0.688 | |
| FORAN=5, Efficient Attention=true2026.05 | 743.9 | 5 | 80.9 | 27.624 | 114.08 | 11.252 | 44.6 | 0.657 | |
| SoftCapCompute Regime=High-compute, Efficient Attention=true2026.05 | 917.39 | 4.05 | 99.5 | 27.71 | 87.74 | 13.707 | 53.6 | 0.493 | |
| TaylorSeerCompute Regime=High-compute, Efficient Attention=true2026.05 | 967.07 | 3.85 | 94.1 | 27.808 | 101.16 | 12.884 | 50.9 | 0.541 | |
| FORAN=4, Efficient Attention=true2026.05 | 967.07 | 3.85 | 87 | 27.613 | 111.21 | 11.118 | 44.9 | 0.654 | |
| SpeCaCompute Regime=High-compute, Efficient Attention=true2026.05 | 967.75 | 3.84 | 98.6 | 27.735 | 86.95 | 13.705 | 53.9 | 0.492 | |
| FLUXSteps=25, Efficient Attention=true2026.05 | 1,859.75 | 2 | 97.5 | 27.696 | 86.14 | 13.957 | 55 | 0.485 | |
| Full FLUXSteps=50, Efficient Attention=true2026.05 | 3,719.5 | 1 | 99.6 | 27.765 | 0 | — | 100 | 0 |