Mathematical Reasoning on CMath (Score)
43.35CMath ScoreHiLS-Attn HoPE-Q-Cal
Evaluation Results
| Method | Links | |
|---|---|---|
| HiLS-Attn HoPE-Q-CalTuning Protocol=Full param. CPT2026.07 | 43.35 | |
| HiLS-Attn RoPE-Q-CalTuning Protocol=Full param. CPT2026.07 | 42.44 | |
| LMK token tuningTuning Protocol=Freezing param.2026.07 | 42.08 | |
| Olmo3 BaseTuning Protocol=Freezing param.2026.07 | 41.53 | |
| HiLS-Attn NoPE-Q-CalTuning Protocol=Full param. CPT2026.07 | 40.16 | |
| Olmo3 512swaTuning Protocol=Full param. CPT2026.07 | 39.98 |