Mathematical Reasoning on GSM8K (Accuracy, Threshold Metric)
99Threshold AccuracyBICACHE + Fast-dLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BICACHE + Fast-dLLMcaching=BICACHE, optimization=Fast-dLLM2026.05 | 99 | 71 | |
| vLLMframework=vLLM2026.05 | 75.5 | 10.5 | |
| BICACHEcaching=BICACHE2026.05 | 74.3 | 35 | |
| Fast-dLLMoptimization=Fast-dLLM2026.05 | 49.2 | 73 | |
| No cachingcaching=None2026.05 | 43.5 | 41.2 |