# Open-domain multi-hop question answering on MuSiQue answerable Source: [Open-domain multi-hop question answering on MuSiQue answerable]() Collection index: [llms.txt]() Data updated: 2026-04-29T06:52:47.242Z Evaluation of model performance on the MuSiQue answerable subset for open-domain multi-hop question answering, measured using Answer F1, Citation F1, and Joint F1 scores. 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 | Open-domain multi-hop question answering | | Dataset (including any stated split) | MuSiQue answerable | | Metric | Answer F1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Answer F1](): Higher is better; unit: PERCENT. - [Citation F1](): Higher is better; unit: PERCENT. - [Joint F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Answer F1 | Result date | Report paper | | --- | --- | --- | --- | | RAG-RL | 65.06 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 61.1 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 57.53 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 54.64 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 54.53 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 47.18 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 44.68 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 41.4 | Not recorded | 68fa78c51e209131cea7a6d3 | | Qwen2.5-7B-Instruct | 41.16 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 40.91 | Not recorded | 68fa78c51e209131cea7a6d3 | | RAG-RL | 38.84 | Not recorded | 68fa78c51e209131cea7a6d3 | | Qwen2.5-7B-Instruct | 25.88 | Not recorded | 68fa78c51e209131cea7a6d3 | ### RAG-RL Answer F1: 65.06. Result ID: 69f1aaad47f34ce924d79c88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Min-Max"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 61.1. Result ID: 69f1aaad47f34ce924d79c87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Linear"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 57.53. Result ID: 69f1aaad47f34ce924d79c89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Base-Answerable"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 54.64. Result ID: 69f1aaad47f34ce924d79c86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Max"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 54.53. Result ID: 69f1aaad47f34ce924d79c8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Base-Unanswerable"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 47.18. Result ID: 69f1aaad47f34ce924d79c82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Min-Max"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 44.68. Result ID: 69f1aaad47f34ce924d79c81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Linear"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 41.4. Result ID: 69f1aaad47f34ce924d79c83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Base-Answerable"}. This record does not assert independent reproduction. ### Qwen2.5-7B-Instruct Answer F1: 41.16. Result ID: 69f1aaad47f34ce924d79c85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Ideal Retrieval","Curriculum":"Baseline"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 40.91. Result ID: 69f1aaad47f34ce924d79c80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Max"}. This record does not assert independent reproduction. ### RAG-RL Answer F1: 38.84. Result ID: 69f1aaad47f34ce924d79c84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Base-Unanswerable"}. This record does not assert independent reproduction. ### Qwen2.5-7B-Instruct Answer F1: 25.88. Result ID: 69f1aaad47f34ce924d79c7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Eval. Setting":"Distractor","Curriculum":"Baseline"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.