Mathematical Reasoning on SVAMP (Decoding Speed and Acceptance Length)
4.96Average Acceptance LengthEDA (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EDA (Ours)Temperature=0, Target Model=Qwen2.5-Math-7B2026.03 | 4.96 | 3.09 | |
| EDA (Base)Temperature=0, Target Model=Qwen2.5-Math-7B2026.03 | 4.42 | 2.92 | |
| Full-FTTemperature=0, Target Model=Qwen2.5-Math-7B2026.03 | 4.4 | 2.91 | |
| LoRATemperature=0, Target Model=Qwen2.5-Math-7B2026.03 | 4.36 | 2.75 | |
| EDA (Ours)Temperature=1, Target Model=Qwen2.5-Math-7B2026.03 | 3.26 | 1.98 | |
| Full-FTTemperature=1, Target Model=Qwen2.5-Math-7B2026.03 | 2.74 | 1.76 | |
| EDA (Base)Temperature=1, Target Model=Qwen2.5-Math-7B2026.03 | 2.72 | 1.75 | |
| LoRATemperature=1, Target Model=Qwen2.5-Math-7B2026.03 | 2.7 | 1.74 | |
| Training-FreeTemperature=0, Target Model=Qwen2.5-Math-7B2026.03 | 1.19 | 0.85 | |
| Training-FreeTemperature=1, Target Model=Qwen2.5-Math-7B2026.03 | 1.08 | 0.68 |