# Open-domain Question Answering on MuSiQue (ACC, SC) Source: [Open-domain Question Answering on MuSiQue (ACC, SC)]() Collection index: [llms.txt]() Data updated: 2026-05-29T10:13:36.044Z Evaluation of Open-domain Question Answering performance on the MuSiQue dataset, reporting Accuracy (ACC) and Similarity Coefficient (SC) 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 Question Answering | | Dataset (including any stated split) | MuSiQue | | Metric | Accuracy (ACC) | | 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 - [Accuracy (ACC)](): Higher is better; unit: PERCENT. - [Similarity Coefficient (SC)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy (ACC) | Result date | Report paper | | --- | --- | --- | --- | | StepSearch | 26.2 | Not recorded | 6a191dd5dbd7150506f82adc | | HiPRAG | 23.8 | Not recorded | 6a191dd5dbd7150506f82adc | | RFT | 23.1 | Not recorded | 6a191dd5dbd7150506f82adc | | SAAS | 22.6 | Not recorded | 6a191dd5dbd7150506f82adc | | SAAS | 20.9 | Not recorded | 6a191dd5dbd7150506f82adc | | RFT | 17 | Not recorded | 6a191dd5dbd7150506f82adc | | HiPRAG | 17 | Not recorded | 6a191dd5dbd7150506f82adc | | StepSearch | 16.8 | Not recorded | 6a191dd5dbd7150506f82adc | | Search-R1 | 16.8 | Not recorded | 6a191dd5dbd7150506f82adc | | Search-R1 | 15.2 | Not recorded | 6a191dd5dbd7150506f82adc | | Direct Inference | 8.8 | Not recorded | 6a191dd5dbd7150506f82adc | | Direct Inference | 6.1 | Not recorded | 6a191dd5dbd7150506f82adc | ### StepSearch Accuracy (ACC): 26.2. Result ID: 6a196626fbc373592c1449ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### HiPRAG Accuracy (ACC): 23.8. Result ID: 6a196626fbc373592c1449f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### RFT Accuracy (ACC): 23.1. Result ID: 6a196626fbc373592c1449ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### SAAS Accuracy (ACC): 22.6. Result ID: 6a196626fbc373592c1449f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### SAAS Accuracy (ACC): 20.9. Result ID: 6a196626fbc373592c1449eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### RFT Accuracy (ACC): 17. Result ID: 6a196626fbc373592c1449e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### HiPRAG Accuracy (ACC): 17. Result ID: 6a196626fbc373592c1449ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### StepSearch Accuracy (ACC): 16.8. Result ID: 6a196626fbc373592c1449e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### Search-R1 Accuracy (ACC): 16.8. Result ID: 6a196626fbc373592c1449ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### Search-R1 Accuracy (ACC): 15.2. Result ID: 6a196626fbc373592c1449e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. ### Direct Inference Accuracy (ACC): 8.8. Result ID: 6a196626fbc373592c1449ec. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B-Instruct"}. This record does not assert independent reproduction. ### Direct Inference Accuracy (ACC): 6.1. Result ID: 6a196626fbc373592c1449e6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B-Instruct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.