Question Answering on Natural Questions (NQ) (Accuracy Metric)
46.9AccuracyReSeek
Evaluation results
| Method | Links | |
|---|---|---|
| ReSeekBackbone=Qwen2.5-7B2025.10 | 46.9 | |
| HiPRAGBackbone=Qwen2.5-7B2025.10 | 44.6 | |
| KDoSBackbone=Qwen3-4B-Base2026.06 | 21.6 | |
| Diff.Backbone=Qwen3-4B-Base, Synthesis Strategy=Difficulty-weighted2026.06 | 19.9 | |
| Qual.Backbone=Qwen3-4B-Base, Synthesis Strategy=Quality-filtered2026.06 | 19.8 | |
| Uni.Backbone=Qwen3-4B-Base, Synthesis Strategy=Uniform2026.06 | 19.7 | |
| Rand.Backbone=Qwen3-4B-Base, Synthesis Strategy=Random2026.06 | 18 | |
| SPBackbone=Qwen3-4B-Base, Training Data=Seed Pool2026.06 | 13.3 | |
| BaseBackbone=Qwen3-4B-Base2026.06 | 11.9 |