Mathematical Reasoning on GSM8K (Speedup Ratio, Avg Acceptance Length)
3.12Avg Acceptance Length (τ)EAGLE-3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EAGLE-3Model=Qwen3-8B, Temperature=12026.06 | 3.12 | 1.87 | |
| DFlashModel=Qwen3-4B, Temperature=1, Block size (n)=42026.06 | 3.17 | 2.32 | |
| DFlashModel=Qwen3-8B, Temperature=1, Block size (n)=42026.06 | 3.17 | 2.34 | |
| EAGLE-3Model=Qwen3-4B, Temperature=12026.06 | 3.22 | 1.89 | |
| EAGLE-3Model=Qwen3-8B, Temperature=02026.06 | 3.23 | 1.94 | |
| DFlashModel=Qwen3-8B, Temperature=0, Block size (n)=42026.06 | 3.29 | 2.45 | |
| EAGLE-3Model=Qwen3-4B, Temperature=02026.06 | 3.3 | 1.99 | |
| DFlashModel=Qwen3-4B, Temperature=0, Block size (n)=42026.06 | 3.32 | 2.29 | |
| DFlashModel=Qwen3-4B, Temperature=1, Block size (n)=322026.06 | 3.87 | 2.83 | |
| DFlashModel=Qwen3-4B, Temperature=0, Block size (n)=322026.06 | 4.24 | 2.92 | |
| DFlashModel=Qwen3-8B, Temperature=1, Block size (n)=82026.06 | 4.72 | 3.48 | |
| DFlashModel=Qwen3-4B, Temperature=1, Block size (n)=82026.06 | 4.91 | 3.6 | |
| DFlashModel=Qwen3-8B, Temperature=0, Block size (n)=82026.06 | 5.04 | 3.76 | |
| Eagle3target_model=Qwen3-4B2026.07 | 5.14 | — | |
| DFlashModel=Qwen3-4B, Temperature=0, Block size (n)=82026.06 | 5.16 | 3.56 | |
| Eagle3target_model=Qwen3-14B2026.07 | 5.24 | — | |
| Eagle3target_model=Qwen3-8B2026.07 | 5.3 | — | |
| DFlashtarget_model=Qwen3-8B2026.07 | 5.33 | — | |
| DFlashtarget_model=Qwen3-4B2026.07 | 5.4 | — | |
| DFlashtarget_model=Qwen3-14B2026.07 | 5.41 | — | |
| DFlashtarget_model=Gemma4-12B2026.07 | 5.45 | — | |
| DFlashModel=Qwen3-8B, Temperature=1, Block size (n)=322026.06 | 5.57 | 4.1 | |
| DFlashModel=Qwen3-8B, Temperature=1, Block size (n)=162026.06 | 5.81 | 4.28 | |
| Eagle3target_model=Gemma4-12B2026.07 | 5.87 | — | |
| DFlashModel=Qwen3-4B, Temperature=1, Block size (n)=162026.06 | 5.95 | 4.36 | |
| DFlashModel=Qwen3-8B, Temperature=0, Block size (n)=322026.06 | 5.99 | 4.47 | |
| DSparktarget_model=Gemma4-12B2026.07 | 6.05 | — | |
| DSparktarget_model=Qwen3-4B2026.07 | 6.11 | — | |
| DSparktarget_model=Qwen3-8B2026.07 | 6.17 | — | |
| DSparktarget_model=Qwen3-14B2026.07 | 6.21 | — | |
| BlockPilotModel=Qwen3-8B, Temperature=12026.06 | 6.37 | 4.69 | |
| BlockPilotModel=Qwen3-4B, Temperature=12026.06 | 6.51 | 4.77 | |
| DFlashModel=Qwen3-8B, Temperature=0, Block size (n)=162026.06 | 6.56 | 4.89 | |
| DFlashModel=Qwen3-4B, Temperature=0, Block size (n)=162026.06 | 6.59 | 4.55 | |
| BlockPilotModel=Qwen3-8B, Temperature=02026.06 | 6.73 | 5.02 | |
| BlockPilotModel=Qwen3-4B, Temperature=02026.06 | 6.9 | 4.76 |