Text-to-image generation on FLUX.1-schnell 1.0 (dev)
1.15Latency (s)LESA
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LESAN=4, Sampling Steps=42026.02 | 1.15 | 1.85 | 69.61 | 4 | 91 | 34.67 | 29.21 | 69 | 0.3 | |
| LESAN=3, Sampling Steps=42026.02 | 1.31 | 1.63 | 139.21 | 2 | 95 | 34.48 | 30.31 | 80 | 0.16 | |
| FLUX [schnell]Sampling Steps=42026.02 | 2.13 | 1 | 278.41 | 1 | 93 | 34.09 | — | 100 | 0 | |
| LESAN=102026.02 | 4.28 | 5.43 | 596.44 | 6.25 | 91 | 32.65 | 29.65 | 67 | 0.4 | |
| FORAN=7, Degradation Alert=true2026.02 | 5.09 | 4.57 | 597.25 | 6.24 | 68 | 31.9 | 28.32 | 59 | 0.54 | |
| LESAN=72026.02 | 5.19 | 4.48 | 745.51 | 5 | 98 | 32.88 | 30.17 | 72 | 0.32 | |
| TaylorSeerN=9, O=2, Degradation Alert=true2026.02 | 5.85 | 3.97 | 597.25 | 6.24 | 86 | 32.04 | 28.38 | 59 | 0.51 | |
| FORAN=5, Degradation Alert=true2026.02 | 5.97 | 3.89 | 820.8 | 4.54 | 82 | 32.48 | 28.44 | 60 | 0.5 | |
| TeaCachel=1.4, Degradation Alert=true2026.02 | 6.14 | 3.79 | 671.51 | 5.55 | 74 | 31.78 | 28.12 | 48 | 0.68 | |
| LESAN=52026.02 | 6.57 | 3.54 | 969.11 | 3.85 | 100 | 32.7 | 30.96 | 77 | 0.24 | |
| TaylorSeerN=6, O=22026.02 | 6.73 | 3.45 | 746.28 | 4.99 | 102 | 32.53 | 28.94 | 66 | 0.4 | |
| TeaCachel=1.0, Degradation Alert=true2026.02 | 7.07 | 3.29 | 820.55 | 4.54 | 84 | 31.88 | 28.61 | 64 | 0.48 | |
| DuCaN=12, R=80%, Degradation Alert=true2026.02 | 7.74 | 3 | 646.97 | 5.76 | 77 | 32.2 | 28.71 | 60 | 0.53 | |
| TaylorSeerN=4, O=22026.02 | 8.78 | 2.64 | 1,118.86 | 3.57 | 102 | 32.41 | 29.87 | 73 | 0.3 | |
| FORAN=32026.02 | 9.06 | 2.57 | 1,267.89 | 2.94 | 99 | 32.27 | 30.65 | 77 | 0.25 | |
| TeaCachel=0.62026.02 | 9.13 | 2.55 | 1,342.2 | 2.78 | 91 | 32.11 | 29.03 | 68 | 0.4 | |
| DuCaN=8, R=70%2026.02 | 9.4 | 2.47 | 858.27 | 4.34 | 94 | 32.58 | 29.06 | 64 | 0.43 | |
| ToCaN=12, R=85%, Degradation Alert=true2026.02 | 9.82 | 2.37 | 618.57 | 6.02 | 80 | 32.32 | 28.7 | 60 | 0.52 | |
| 50% stepsSampling Steps=252026.02 | 11.82 | 1.97 | 1,863.44 | 2 | 97 | 32.57 | 29.56 | 73 | 0.31 | |
| ToCaN=8, R=75%2026.02 | 12.39 | 1.88 | 829.86 | 4.49 | 95 | 32.6 | 29.07 | 64 | 0.43 | |
| DBCache2026.02 | 16.88 | 1.38 | 2,384.29 | 1.56 | 101 | 32.53 | 33.86 | 87 | 0.12 | |
| PAB2026.02 | 17.84 | 1.3 | 3,013.13 | 1.24 | 95 | 32.55 | 28.84 | 67 | 0.4 | |
| FLUX [dev]Sampling Steps=502026.02 | 23.24 | 1 | 3,726.87 | 1 | 99 | 32.64 | — | 100 | 0 |