# Multi-hop Question Answering on Dragonball DragSingleZh (test) Source: [Multi-hop Question Answering on Dragonball DragSingleZh (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:13.904Z Evaluation of model performance on the test split of the Dragonball DragSingleZh dataset for Multi-hop Question Answering. 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) | Dragonball DragSingleZh (test) | | Metric | Recall | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Recall](): Higher is better; unit: PERCENT. - [EIR](): Lower is better; unit: PERCENT. ## Recorded results | Method | Recall | Result date | Report paper | | --- | --- | --- | --- | | Qwen3-32B | 100 | Not recorded | 697846c1a2b28e761d87c694 | | Gemini-2.5-Flash | 100 | Not recorded | 697846c1a2b28e761d87c694 | | Gemini-2.5-Pro | 100 | Not recorded | 697846c1a2b28e761d87c694 | | FABLE(docs) | 74.99 | Not recorded | 697846c1a2b28e761d87c694 | | FABLE(llm-docs) | 74.61 | Not recorded | 697846c1a2b28e761d87c694 | | FABLE(nodes) | 72.97 | Not recorded | 697846c1a2b28e761d87c694 | | FABLE(llm-nodes) | 66.07 | Not recorded | 697846c1a2b28e761d87c694 | | TreeRAG | 57.31 | Not recorded | 697846c1a2b28e761d87c694 | | HippoRAG2 | 28.08 | Not recorded | 697846c1a2b28e761d87c694 | | LongRefiner | 15.79 | Not recorded | 697846c1a2b28e761d87c694 | ### Qwen3-32B Recall: 100. Result ID: 69966dba5698665ec4b4947f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"category":"LLM-in-context","mode":"Full-context Inference"}. This record does not assert independent reproduction. ### Gemini-2.5-Flash Recall: 100. Result ID: 69966dba5698665ec4b49480. [Reporting paper]() Recorded evaluation configuration: {"category":"LLM-in-context","mode":"Full-context Inference"}. This record does not assert independent reproduction. ### Gemini-2.5-Pro Recall: 100. Result ID: 69966dba5698665ec4b49481. [Reporting paper]() Recorded evaluation configuration: {"category":"LLM-in-context","mode":"Full-context Inference"}. This record does not assert independent reproduction. ### FABLE(docs) Recall: 74.99. Result ID: 69966dba5698665ec4b49484. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"selection\_strategy":"LLM-guided","bi\_path\_fusion":true,"retrieval\_unit":"documents"}. This record does not assert independent reproduction. ### FABLE(llm-docs) Recall: 74.61. Result ID: 69966dba5698665ec4b49482. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"selection\_strategy":"LLM-guided only","bi\_path\_fusion":false,"retrieval\_unit":"documents"}. This record does not assert independent reproduction. ### FABLE(nodes) Recall: 72.97. Result ID: 69966dba5698665ec4b49485. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"selection\_strategy":"LLM-guided","bi\_path\_fusion":true,"retrieval\_unit":"nodes"}. This record does not assert independent reproduction. ### FABLE(llm-nodes) Recall: 66.07. Result ID: 69966dba5698665ec4b49483. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"selection\_strategy":"LLM-guided only","bi\_path\_fusion":false,"retrieval\_unit":"nodes"}. This record does not assert independent reproduction. ### TreeRAG Recall: 57.31. Result ID: 69966dba5698665ec4b4947c. [Reporting paper]() Recorded evaluation configuration: {"category":"Structure-Enhanced RAG"}. This record does not assert independent reproduction. ### HippoRAG2 Recall: 28.08. Result ID: 69966dba5698665ec4b4947e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"category":"Structure-Enhanced RAG"}. This record does not assert independent reproduction. ### LongRefiner Recall: 15.79. Result ID: 69966dba5698665ec4b4947d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"category":"Structure-Enhanced RAG"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.