Text-to-Image Generation on Qwen-Image Evaluation Set
22.4Latency (s)LESA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LESAInference interval (N)=102026.02 | 22.4 | 5.69 | 2,068.03 | 6.25 | 1.01 | 34.93 | 29.23 | 0.73 | 0.34 | |
| TaylorSeerInference interval (N)=8, Offset (O)=22026.02 | 25.24 | 5.05 | 2,068.86 | 6.24 | 0.84 | 33.77 | 28.14 | 0.47 | 0.68 | |
| QwenSteps=20% steps2026.02 | 25.92 | 4.89 | 2,583.51 | 5 | 0.94 | 34.95 | 28.59 | 0.61 | 0.52 | |
| LESAInference interval (N)=72026.02 | 27.34 | 4.66 | 2,584.9 | 5 | 1.15 | 35.36 | 30.18 | 0.78 | 0.25 | |
| DuCaInference interval (N)=12, Ratio (R)=90%2026.02 | 28.57 | 4.46 | 2,171.56 | 5.95 | 0.41 | 33.38 | 28.38 | 0.57 | 0.6 | |
| FORAInference interval (N)=62026.02 | 28.69 | 4.44 | 2,326.74 | 5.55 | 0.48 | 33.34 | 28.48 | 0.55 | 0.59 | |
| TaylorSeerInference interval (N)=6, Offset (O)=22026.02 | 30.29 | 4.21 | 2,585.46 | 5 | 1.01 | 34.71 | 28.58 | 0.62 | 0.46 | |
| DuCaInference interval (N)=9, Ratio (R)=80%2026.02 | 34.73 | 3.67 | 2,958.13 | 4.37 | 0.77 | 34.62 | 28.45 | 0.58 | 0.55 | |
| FORAInference interval (N)=42026.02 | 38.43 | 3.32 | 3,359.99 | 3.84 | 0.93 | 34.4 | 28.66 | 0.59 | 0.51 | |
| ToCaInference interval (N)=12, Ratio (R)=85%2026.02 | 50.95 | 2.5 | 2,406.2 | 5.37 | 0.55 | 34.08 | 28.69 | 0.57 | 0.53 | |
| ToCaInference interval (N)=8, Ratio (R)=75%2026.02 | 61.37 | 2.08 | 2,991.34 | 4.32 | 1.02 | 34.96 | 28.93 | 0.63 | 0.44 | |
| QwenSteps=50 steps2026.02 | 127.4 | 1 | 12,917.56 | 1 | 1.25 | 35.59 | — | 1 | 0 |