# Multi-hop Question Answering on HotpotQA (Avg@4) Source: [Multi-hop Question Answering on HotpotQA (Avg@4)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:32.198Z Evaluation of model performance on the HotpotQA dataset for multi-hop question answering, specifically measured using the Avg@4 metric. 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) | HotpotQA | | Metric | Avg@4 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Avg@4](): Higher is better; unit: PERCENT. ## Recorded results | Method | Avg@4 | Result date | Report paper | | --- | --- | --- | --- | | ASearcher-7B | 67.6 | Not recorded | 6984242fa8b01e76cc8ee83b | | WIDESEEK-R1-4B | 64.2 | Not recorded | 6984242fa8b01e76cc8ee83b | | SingleSeek-R1-4B | 62.1 | Not recorded | 6984242fa8b01e76cc8ee83b | | OWL-8B | 61 | Not recorded | 6984242fa8b01e76cc8ee83b | | Search-R1-7B | 60.8 | Not recorded | 6984242fa8b01e76cc8ee83b | | AgentFlow-7B | 57 | Not recorded | 6984242fa8b01e76cc8ee83b | | Qwen3-4B | 54.3 | Not recorded | 6984242fa8b01e76cc8ee83b | | MiroFlow-8B | 52.4 | Not recorded | 6984242fa8b01e76cc8ee83b | | Qwen3-4B | 51.4 | Not recorded | 6984242fa8b01e76cc8ee83b | ### ASearcher-7B Avg@4: 67.6. Result ID: 699604dc5698665ec43bcbe2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Single Agent"}. This record does not assert independent reproduction. ### WIDESEEK-R1-4B Avg@4: 64.2. Result ID: 699604dc5698665ec43bcbe3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Multi-Agent System"}. This record does not assert independent reproduction. ### SingleSeek-R1-4B Avg@4: 62.1. Result ID: 699604dc5698665ec43bcbdf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"Single Agent"}. This record does not assert independent reproduction. ### OWL-8B Avg@4: 61. Result ID: 699604dc5698665ec43bcbe6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Multi-Agent System"}. This record does not assert independent reproduction. ### Search-R1-7B Avg@4: 60.8. Result ID: 699604dc5698665ec43bcbe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Single Agent"}. This record does not assert independent reproduction. ### AgentFlow-7B Avg@4: 57. Result ID: 699604dc5698665ec43bcbe5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Multi-Agent System"}. This record does not assert independent reproduction. ### Qwen3-4B Avg@4: 54.3. Result ID: 699604dc5698665ec43bcbe4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Multi-Agent System"}. This record does not assert independent reproduction. ### MiroFlow-8B Avg@4: 52.4. Result ID: 699604dc5698665ec43bcbe7. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Multi-Agent System"}. This record does not assert independent reproduction. ### Qwen3-4B Avg@4: 51.4. Result ID: 699604dc5698665ec43bcbe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Single Agent"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.