# Multi-hop Question Answering on HotpotQA Easy tier distractor (val) Source: [Multi-hop Question Answering on HotpotQA Easy tier distractor (val)]() Collection index: [llms.txt]() Data updated: 2026-05-21T10:54:54.384Z Evaluation of model performance on the Easy tier distractor subset of the HotpotQA validation split, focusing on multi-hop question answering capabilities. 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 Easy tier distractor (val) | | Metric | Mean F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [Mean F1](): Higher is better; unit: PERCENT. - [Cost ($)](): Lower is better; unit: OTHER. - [NB Retention](): Higher is better; unit: PERCENT. - [p vs LLM](): Lower is better; unit: SCALAR. - [p vs Uniform](): Lower is better; unit: SCALAR. ## Recorded results | Method | Mean F1 | Result date | Report paper | | --- | --- | --- | --- | | uniform | 60.1 | Not recorded | 6a0e919af984739ed6738b5f | | zebra-mult\_offset | 59 | Not recorded | 6a0e919af984739ed6738b5f | | zebra-additive | 58.9 | Not recorded | 6a0e919af984739ed6738b5f | | llm | 52.6 | Not recorded | 6a0e919af984739ed6738b5f | ### uniform Mean F1: 60.1. Result ID: 6a0ee473fbc373592c06ec97. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"uniform","Model":"gpt-4o-mini"}. This record does not assert independent reproduction. ### zebra-mult\_offset Mean F1: 59. Result ID: 6a0ee473fbc373592c06ec96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"zebra-mult\_offset","Model":"gpt-4o-mini"}. This record does not assert independent reproduction. ### zebra-additive Mean F1: 58.9. Result ID: 6a0ee473fbc373592c06ec95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Strategy":"zebra-additive","Model":"gpt-4o-mini"}. This record does not assert independent reproduction. ### llm Mean F1: 52.6. Result ID: 6a0ee473fbc373592c06ec98. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"llm","Model":"gpt-4o-mini"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.