# Multi-hop Question Answering on NQ, TriviaQA, Bamboogle, HotpotQA, 2WikiMultihopQA, and MuSiQue Source: [Multi-hop Question Answering on NQ, TriviaQA, Bamboogle, HotpotQA, 2WikiMultihopQA, and MuSiQue]() Collection index: [llms.txt]() Data updated: 2026-05-08T07:27:00.482Z Evaluation of multi-hop question answering performance across the specific suite of datasets: Natural Questions (NQ), TriviaQA, Bamboogle, HotpotQA, 2WikiMultihopQA, and MuSiQue. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multi-hop Question Answering | | Dataset (including any stated split) | Multi-hop QA Benchmarks (NQ, Trivia, Bamboogle, HotpotQA, 2WikiMultihopQA, MuSiQue) | | Metric | NQ Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [NQ Accuracy](): Higher is better; unit: PERCENT. - [TriviaQA Accuracy](): Higher is better; unit: PERCENT. - [Bamboogle Accuracy](): Higher is better; unit: PERCENT. - [HotpotQA Accuracy](): Higher is better; unit: PERCENT. - [2WikiMultihopQA Accuracy](): Higher is better; unit: PERCENT. - [MuSiQue Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy Delta](): Higher is better; unit: SCALAR. ## Recorded results | Method | NQ Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DCI-Agent-CC | 78 | Not recorded | 69fd6e055497b3b670c89384 | | DCI-Agent-Lite | 72 | Not recorded | 69fd6e055497b3b670c89384 | | R1-Searcher-7B | 58 | Not recorded | 69fd6e055497b3b670c89384 | | Search-R1-32B | 56 | Not recorded | 69fd6e055497b3b670c89384 | | Verl-Tool-Search-7B-DAPO | 56 | Not recorded | 69fd6e055497b3b670c89384 | | ASearcher-Local-14B | 56 | Not recorded | 69fd6e055497b3b670c89384 | | ZeroSearch-7B | 26 | Not recorded | 69fd6e055497b3b670c89384 | ### DCI-Agent-CC NQ Accuracy: 78. Result ID: 69fd8eb547f34ce924e02827. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"DCI Agents","Base Model":"Sonnet 4.6"}. This record does not assert independent reproduction. ### DCI-Agent-Lite NQ Accuracy: 72. Result ID: 69fd8eb547f34ce924e02826. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"DCI Agents","Base Model":"GPT-5.4 nano"}. This record does not assert independent reproduction. ### R1-Searcher-7B NQ Accuracy: 58. Result ID: 69fd8eb547f34ce924e02821. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Retrieval Agents"}. This record does not assert independent reproduction. ### Search-R1-32B NQ Accuracy: 56. Result ID: 69fd8eb547f34ce924e02822. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Retrieval Agents"}. This record does not assert independent reproduction. ### Verl-Tool-Search-7B-DAPO NQ Accuracy: 56. Result ID: 69fd8eb547f34ce924e02824. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Retrieval Agents"}. This record does not assert independent reproduction. ### ASearcher-Local-14B NQ Accuracy: 56. Result ID: 69fd8eb547f34ce924e02825. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Retrieval Agents"}. This record does not assert independent reproduction. ### ZeroSearch-7B NQ Accuracy: 26. Result ID: 69fd8eb547f34ce924e02823. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Retrieval Agents"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.