Mathematics on GSM8K (SR, τ)
3.91Solve Rate (SR)D-PACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D-PACEDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 3.91 | 5.54 | |
| D-PACEDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 3.75 | 5.09 | |
| D-PACEDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.72 | 5.31 | |
| D-PACEDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.54 | 4.79 | |
| DFlashDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 3.52 | 4.98 | |
| DFlashDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 3.4 | 4.57 | |
| Top-3 prefix maskDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 3.36 | 4.8 | |
| DFlashDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.32 | 4.71 | |
| Top-3 prefix maskDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 3.29 | 4.44 | |
| DFlashDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.23 | 4.37 | |
| Top-3 prefix maskDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.2 | 4.54 | |
| Top-3 prefix maskDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.13 | 4.23 | |
| Accept-rateDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 0.76 | 1.01 | |
| Accept-rateDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 0.76 | 1.01 | |
| Accept-rateDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 0.74 | 1.03 | |
| Accept-rateDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 0.74 | 1.03 |