Multi-hop Question Answering on NQ, TriviaQA, Bamboogle, HotpotQA, 2WikiMultihopQA, and MuSiQue
78NQ AccuracyDCI-Agent-CC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DCI-Agent-CCCategory=DCI Agents, Base Model=Sonnet 4.62026.05 | 78 | 96 | 80 | 88 | 82 | 74 | 83 | 30.7 | |
| DCI-Agent-LiteCategory=DCI Agents, Base Model=GPT-5.4 nano2026.05 | 72 | 84 | 72 | 72 | 68 | 40 | 68 | 15.7 | |
| R1-Searcher-7BCategory=Retrieval Agents2026.05 | 58 | 50 | 54 | 46 | 40 | 24 | 45.3 | 7 | |
| Search-R1-32BCategory=Retrieval Agents2026.05 | 56 | 46 | 52 | 44 | 50 | 32 | 46.7 | 5.6 | |
| Verl-Tool-Search-7B-DAPOCategory=Retrieval Agents2026.05 | 56 | 44 | 32 | 50 | 32 | 12 | 37.7 | 14.6 | |
| ASearcher-Local-14BCategory=Retrieval Agents2026.05 | 56 | 58 | 62 | 58 | 56 | 24 | 52.3 | — | |
| ZeroSearch-7BCategory=Retrieval Agents2026.05 | 26 | 30 | 18 | 10 | 18 | 4 | 17.7 | 34.6 |