General Question Answering on NQ (Natural Questions) (OSR%)
25.2OSR (%)StepSearch-base
Evaluation results
| Method | Links | |
|---|---|---|
| StepSearch-baseBackbone=Qwen2.5-3B2026.04 | 25.2 | |
| StepSearch-instructBackbone=Qwen2.5-7B2026.04 | 20.8 | |
| Search-R1-baseBackbone=Qwen2.5-7B2026.04 | 13 | |
| StepSearch-baseBackbone=Qwen2.5-7B2026.04 | 12.2 | |
| Search-R1-instructBackbone=Qwen2.5-7B2026.04 | 9.3 | |
| Search-R1-instructBackbone=Qwen2.5-3B2026.04 | 8.7 | |
| StepSearch-instructBackbone=Qwen2.5-3B2026.04 | 5.7 | |
| HIPRAG-instructBackbone=Qwen2.5-7B2026.04 | 4.5 | |
| Search-R1-baseBackbone=Qwen2.5-3B2026.04 | 3.5 | |
| HIPRAG-baseBackbone=Qwen2.5-3B2026.04 | 2.7 | |
| AutoSearchBackbone=Qwen2.5-7B2026.04 | 1.83 | |
| HIPRAG-instructBackbone=Qwen2.5-3B2026.04 | 0.7 | |
| AutoSearchBackbone=Qwen2.5-3B2026.04 | 0 |