Text-to-Image Generation on DrawBench v1.0 (test)
2.55Latency (s)TAP
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TAPModel=FLUX.1-schnell, N=32026.03 | 2.55 | 1.75 | 139.12 | 0.88 | 32.36 | 26.26 | 86 | 0.15 | |
| TaylorSeerModel=FLUX.1-schnell, N=3, O=22026.03 | 2.61 | 1.71 | 139.23 | 0.86 | 32.08 | 22.67 | 72 | 0.32 | |
| FLUX-Schnell (4 steps)Model=FLUX.1-schnell, Steps=42026.03 | 4.46 | 1 | 278.41 | 0.88 | 32.03 | — | — | — | |
| TAPModel=FLUX.1-dev, N=102026.03 | 6.21 | 6.79 | 522.48 | 0.91 | 30.69 | 15.94 | 63 | 0.49 | |
| FORAModel=FLUX.1-dev, N=72026.03 | 7.91 | 5.33 | 597.26 | 0.8 | 30.42 | 13.43 | 60 | 0.55 | |
| TaylorSeerModel=FLUX.1-dev, N=8, O=22026.03 | 8.17 | 5.16 | 597.26 | 0.91 | 30.62 | 14.72 | 61 | 0.5 | |
| TAPModel=FLUX.1-dev, N=82026.03 | 8.4 | 5.02 | 596.99 | 0.99 | 31.19 | 16.11 | 64 | 0.44 | |
| 20% stepsModel=FLUX.1-dev, Percentage of steps=20%2026.03 | 8.52 | 4.95 | 745.37 | 0.89 | 30.28 | 13.96 | 62 | 0.5 | |
| TeaCacheModel=FLUX.1-dev, l=2.02026.03 | 8.59 | 4.91 | 604.02 | 0.66 | 30.07 | 14.23 | 60 | 0.58 | |
| TaylorSeerModel=FLUX.1-dev, N=6, O=22026.03 | 10.02 | 4.21 | 746.29 | 0.94 | 30.76 | 15.88 | 67 | 0.42 | |
| FORAModel=FLUX.1-dev, N=52026.03 | 10.12 | 4.17 | 746.29 | 0.89 | 30.55 | 13.82 | 61 | 0.5 | |
| TAPModel=FLUX.1-dev, N=62026.03 | 10.21 | 4.13 | 746.02 | 0.96 | 30.92 | 16.76 | 68 | 0.39 | |
| SpeCaModel=FLUX.1-dev, N=4, M=82026.03 | 10.76 | 3.92 | 755.32 | 0.93 | 30.57 | 15.72 | 66 | 0.43 | |
| TeaCacheModel=FLUX.1-dev, l=1.42026.03 | 11.16 | 3.78 | 779.83 | 0.92 | 30.44 | 14.79 | 63 | 0.51 | |
| SpeCaModel=FLUX.1-dev, N=2, M=82026.03 | 11.68 | 3.61 | 845.41 | 0.96 | 30.73 | 16.09 | 68 | 0.4 | |
| TAPModel=FLUX.1-dev, N=52026.03 | 11.82 | 3.57 | 895.08 | 0.97 | 30.86 | 17.43 | 71 | 0.34 | |
| TaylorSeerModel=FLUX.1-dev, N=5, O=22026.03 | 12.02 | 3.51 | 895.32 | 0.95 | 30.79 | 16.73 | 71 | 0.36 | |
| TeaCacheModel=FLUX.1-dev, l=1.12026.03 | 12.33 | 3.42 | 913.98 | 0.93 | 30.47 | 15.19 | 65 | 0.47 | |
| FORAModel=FLUX.1-dev, N=42026.03 | 12.37 | 3.41 | 969.93 | 0.87 | 30.45 | 14.28 | 64 | 0.47 | |
| 30% stepsModel=FLUX.1-dev, Percentage of steps=30%2026.03 | 13.14 | 3.21 | 1,118.06 | 0.92 | 30.7 | 14.81 | 66 | 0.44 | |
| 40% stepsModel=FLUX.1-dev, Percentage of steps=40%2026.03 | 17.08 | 2.47 | 1,490.75 | 0.93 | 30.84 | 15.6 | 69 | 0.4 | |
| 50 steps baselineModel=FLUX.1-dev, Steps=502026.03 | 42.18 | 1 | 3,726.87 | 0.95 | 30.63 | — | — | — |