Mathematics on MATH 500 (SR, τ)
4.47Success Rate (SR)D-PACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D-PACEDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 4.47 | 6.61 | |
| D-PACEDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 4.32 | 6.12 | |
| DFlashDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 3.96 | 5.85 | |
| DFlashDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 3.86 | 5.44 | |
| D-PACEDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.8 | 5.73 | |
| Top-3 prefix maskDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 3.77 | 5.56 | |
| D-PACEDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.7 | 5.41 | |
| Top-3 prefix maskDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 3.67 | 5.19 | |
| DFlashDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.43 | 5.22 | |
| DFlashDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.41 | 4.91 | |
| Top-3 prefix maskDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 3.24 | 4.91 | |
| Top-3 prefix maskDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 3.2 | 4.59 | |
| Accept-rateDepth=3L, Temperature=0, Model=Qwen3-4B2026.05 | 0.75 | 1.01 | |
| Accept-rateDepth=3L, Temperature=1, Model=Qwen3-4B2026.05 | 0.74 | 1.01 | |
| Accept-rateDepth=5L, Temperature=0, Model=Qwen3-4B2026.05 | 0.73 | 1.03 | |
| Accept-rateDepth=5L, Temperature=1, Model=Qwen3-4B2026.05 | 0.73 | 1.03 |