Mathematical Reasoning on GSM8K (FRS, pass@1 accuracy)
98.9FRSDS-R1-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DS-R1-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 98.9 | — | |
| DS-R1-1.5BFiltering rate=10%, Decoding strategy=greedy2026.04 | 95.1 | — | |
| Phi-4Filtering rate=10%, Decoding strategy=greedy2026.04 | 91.5 | — | |
| Qwen3-4BFiltering rate=10%, Decoding strategy=greedy2026.04 | 90.9 | — | |
| Qwen2.5-MathFiltering rate=10%, Decoding strategy=greedy2026.04 | 90.8 | — | |
| Phi-4-Reas.Filtering rate=10%, Decoding strategy=greedy2026.04 | 84.5 | — | |
| LLaMA-3.1-8BFiltering rate=10%, Decoding strategy=greedy2026.04 | 79.9 | — | |
| Qwen2.5-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 65.6 | — | |
| Gemma-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 41.2 | — |