Mathematical Reasoning on GSM8K (Accuracy, Throughput)
95.53AccuracyQwen2.5 7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5 7BGeneration mode=Autoregressive2026.06 | 95.53 | 49.26 | |
| PoE-BridgeImportance sampling=true2026.06 | 95.3 | 100.71 | |
| PoE-BridgeImportance sampling=false2026.06 | 95.2 | 104.49 | |
| Dream 7BSampling strategy=Entropy, Tokens per step=22026.06 | 72 | 26.25 | |
| Dream 7BSampling strategy=Entropy, Tokens per step=42026.06 | 52.27 | 47.37 | |
| Dream 7BSampling strategy=Random, Tokens per step=22026.06 | 38.02 | 15.42 |