Speculative Decoding on SpecBench
2.73AVG SR
ConFu
Updated 13d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 2.73 | 5.31 | 2.79 | 4.92 | 2.59 | 6.18 | 3.32 | 5.34 | 2.73 | 5.72 | 3.09 | 5.45 | 2.95 | 4.24 | 2.23 | 5.15 | 2.73 | 4.91 | 2.53 | 5.37 | 2.6 | 5.89 | 3.11 | 5.25 | - | - | - | - | |
2026.03 | 2.69 | 5.03 | 2.74 | 4.64 | 2.5 | 6 | 3.32 | 5.19 | 2.75 | 5.47 | 3.03 | 5.18 | 2.89 | 4.07 | 2.2 | 4.87 | 2.66 | 4.63 | 2.46 | 5.19 | 2.6 | 5.65 | 3.08 | 5.01 | - | - | - | - | |
2026.03 | 2.61 | 4.74 | 2.59 | 4.5 | 2.43 | 5.91 | 3.27 | 5.04 | 2.65 | 5.29 | 2.94 | 4.92 | 2.75 | 3.96 | 2.14 | 4.58 | 2.5 | 4.69 | 2.48 | 5.03 | 2.52 | 5.49 | 2.99 | 4.87 | - | - | - | - | |
2026.03 | 2.48 | 5.16 | 2.62 | 4.65 | 2.37 | 5.9 | 3.04 | 5.13 | 2.53 | 5.35 | 2.75 | 5.11 | 2.65 | 4.05 | 2.03 | 4.85 | 2.46 | 4.49 | 2.24 | 5.07 | 2.38 | 5.61 | 2.83 | 4.96 | - | - | - | - | |
2026.03 | 2.44 | 4.57 | 2.42 | 4.33 | 2.25 | 5.74 | 3.07 | 5.07 | 2.59 | 4.99 | 2.67 | 4.77 | 2.57 | 3.99 | 2.08 | 4.53 | 2.39 | 4.16 | 2.15 | 4.84 | 2.36 | 5.34 | 2.81 | 4.7 | - | - | - | - | |
2026.03 | 2.36 | 4.39 | 2.43 | 4.26 | 2.31 | 5.65 | 3.15 | 4.89 | 2.59 | 5.02 | 2.8 | 4.6 | 2.59 | 3.76 | 2.04 | 4.28 | 2.35 | 4.35 | 2.32 | 4.78 | 1.59 | 5.16 | 2.82 | 4.59 | - | - | - | - | |
2026.03 | 2.34 | 4.46 | 2.31 | 4.23 | 2.19 | 5.51 | 2.9 | 4.91 | 2.45 | 4.81 | 2.52 | 4.67 | 2.46 | 3.78 | 1.94 | 4.33 | 2.24 | 4.33 | 2.21 | 4.79 | 2.28 | 5.26 | 2.7 | 4.61 | - | - | - | - | |
2026.03 | 2.31 | 4.09 | 2.23 | 3.91 | 2.14 | 5.36 | 2.95 | 4.72 | 2.48 | 4.45 | 2.45 | 4.27 | 2.34 | 3.64 | 1.96 | 4.03 | 2.19 | 3.99 | 2.12 | 4.49 | 2.27 | 4.88 | 2.63 | 4.31 | - | - | - | - | |
2026.03 | 2.18 | 4.48 | 2.26 | 4 | 2.02 | 5.34 | 2.73 | 4.85 | 2.36 | 4.18 | 2.14 | 4.01 | 2.05 | 3.79 | 1.89 | 4.34 | 2.19 | 3.77 | 1.88 | 4.4 | 2.09 | 5.04 | 2.54 | 4.37 | - | - | - | - | |
2026.03 | 2.15 | 4.18 | 2.16 | 3.69 | 1.96 | 5.05 | 2.71 | 4.54 | 2.31 | 3.91 | 2.11 | 3.65 | 1.97 | 3.6 | 1.88 | 4.09 | 2.17 | 3.46 | 1.81 | 4.32 | 2.13 | 4.71 | 2.49 | 4.11 | - | - | - | - | |
2026.03 | 2.09 | 3.87 | 2.03 | 3.49 | 1.82 | 4.68 | 2.48 | 4.41 | 2.2 | 4 | 2.12 | 3.6 | 1.92 | 3.57 | 1.83 | 3.97 | 2.07 | 3.75 | 1.91 | 4.13 | 2.01 | 4.73 | 2.46 | 4.07 | - | - | - | - | |
2026.03 | 2.04 | 3.35 | 1.81 | 3.34 | 1.8 | 4.84 | 2.63 | 4.42 | 2.29 | 4.01 | 2.19 | 3.02 | 1.65 | 3.3 | 1.75 | 3.64 | 1.95 | 3.57 | 1.88 | 3.96 | 1.99 | 4.48 | 2.41 | 3.85 | - | - | - | - | |
2026.04 | 1.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.2 | 40.35 | 66 | 4,241 | |
2026.04 | 1.82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 3.03 | 75.84 | 31 | 1,969 | |
2026.04 | 1.79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.55 | 63.72 | 31 | 1,958 | |
2026.04 | 1.61 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 3.18 | 72.56 | 85 | 5,428 | |
2026.04 | 1.61 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.69 | 67.22 | 47 | 3,033 | |
2026.04 | 1.39 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.21 | 55.23 | 48 | 3,048 | |
2026.04 | 1.21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.71 | 56.86 | 25 | 1,608 | |
2026.04 | 1.09 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 2.11 | 36.84 | 26 | 1,695 |