Science Reasoning on GPQA (FRS, pass@1 accuracy)
62.9FRS ScoreDS-R1-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DS-R1-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 62.9 | — | |
| Phi-4-Reas.Filtering rate=10%, Decoding strategy=greedy2026.04 | 62.3 | — | |
| Qwen3-4BFiltering rate=10%, Decoding strategy=greedy2026.04 | 58.8 | — | |
| DS-R1-1.5BFiltering rate=10%, Decoding strategy=greedy2026.04 | 56.6 | — | |
| Qwen2.5-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 55.1 | — | |
| Qwen2.5-MathFiltering rate=10%, Decoding strategy=greedy2026.04 | 54.6 | — | |
| LLaMA-3.1-8BFiltering rate=10%, Decoding strategy=greedy2026.04 | 50.5 | — | |
| Phi-4Filtering rate=10%, Decoding strategy=greedy2026.04 | 48.4 | — | |
| Gemma-7BFiltering rate=10%, Decoding strategy=greedy2026.04 | 30.9 | — |