Mathematical Reasoning on MATH 500 (Speedup, τ)
2.78SpeedupHyperDFlash
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperDFlashTemperature=0, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 2.78 | 3.67 | |
| HyperDFlashTemperature=1, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 2.45 | 3.23 | |
| MTPTemperature=0, Drafted steps per verification round=3, Decoding mode=Think-high mode2026.06 | 2.18 | 2.92 | |
| MTPTemperature=1, Drafted steps per verification round=3, Decoding mode=Think-high mode2026.06 | 2.12 | 2.75 | |
| MTPTemperature=0, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 1.77 | 3.15 | |
| Vanilla DFlashTemperature=0, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 1.66 | 2.13 | |
| MTPTemperature=1, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 1.62 | 2.9 | |
| Vanilla DFlashTemperature=1, Drafted steps per verification round=6, Decoding mode=Think-high mode2026.06 | 1.59 | 2.04 |