# Multi-hop reasoning and question answering on HLE Source: [Multi-hop reasoning and question answering on HLE]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:11.106Z Evaluation of model performance on multi-hop reasoning and question answering tasks specifically using the HLE dataset, measured by the HLE Average 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 reasoning and question answering | | Dataset (including any stated split) | HLE | | Metric | HLE Average | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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 - [HLE Average](): Higher is better; unit: PERCENT. ## Recorded results | Method | HLE Average | Result date | Report paper | | --- | --- | --- | --- | | AgentConductor | 22.6 | Not recorded | 6997ea6809c33900fcd7649f | | Chain-of-Agents | 18 | Not recorded | 6997ea6809c33900fcd7649f | ### AgentConductor HLE Average: 22.6. Result ID: 699b05eb5698665ec49848f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"3B"}. This record does not assert independent reproduction. ### Chain-of-Agents HLE Average: 18. Result ID: 699b05eb5698665ec49848f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.