# Multi-hop Question Answering on MuSiQue (SR) Source: [Multi-hop Question Answering on MuSiQue (SR)]() Collection index: [llms.txt]() Data updated: 2026-05-18T06:38:29.305Z Evaluation of model performance on the MuSiQue dataset for Multi-hop Question Answering, specifically reporting the Success Rate (SR). 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) | MuSiQue | | Metric | Success Rate (SR) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Success Rate (SR)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate (SR) | Result date | Report paper | | --- | --- | --- | --- | | Gemini-3-Flash | 31 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Gemini-2.5-flash | 26 | Not recorded | 6a0a9d04dbc836b87d82b322 | | MATPO | 17 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Qwen3-30B-A3B | 16 | Not recorded | 6a0a9d04dbc836b87d82b322 | | MATPO | 16 | Not recorded | 6a0a9d04dbc836b87d82b322 | | ICRL | 16 | Not recorded | 6a0a9d04dbc836b87d82b322 | | ICRL | 16 | Not recorded | 6a0a9d04dbc836b87d82b322 | | ScalingInter | 15 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Critique-GRPO | 15 | Not recorded | 6a0a9d04dbc836b87d82b322 | | GSPO | 15 | Not recorded | 6a0a9d04dbc836b87d82b322 | | GRPO | 14 | Not recorded | 6a0a9d04dbc836b87d82b322 | | GRPO | 14 | Not recorded | 6a0a9d04dbc836b87d82b322 | | ScalingInter | 14 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Critique-GRPO | 14 | Not recorded | 6a0a9d04dbc836b87d82b322 | | GSPO | 10 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Qwen3-4B | 6 | Not recorded | 6a0a9d04dbc836b87d82b322 | | Qwen3-8B | 6 | Not recorded | 6a0a9d04dbc836b87d82b322 | ### Gemini-3-Flash Success Rate (SR): 31. Result ID: 6a0ab3d347f34ce924f032a5. [Reporting paper]() Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction. ### Gemini-2.5-flash Success Rate (SR): 26. Result ID: 6a0ab3d347f34ce924f032a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction. ### MATPO Success Rate (SR): 17. Result ID: 6a0ab3d347f34ce924f032af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### Qwen3-30B-A3B Success Rate (SR): 16. Result ID: 6a0ab3d347f34ce924f032a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction. ### MATPO Success Rate (SR): 16. Result ID: 6a0ab3d347f34ce924f032a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### ICRL Success Rate (SR): 16. Result ID: 6a0ab3d347f34ce924f032ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### ICRL Success Rate (SR): 16. Result ID: 6a0ab3d347f34ce924f032b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### ScalingInter Success Rate (SR): 15. Result ID: 6a0ab3d347f34ce924f032a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### Critique-GRPO Success Rate (SR): 15. Result ID: 6a0ab3d347f34ce924f032aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### GSPO Success Rate (SR): 15. Result ID: 6a0ab3d347f34ce924f032ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### GRPO Success Rate (SR): 14. Result ID: 6a0ab3d347f34ce924f032a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### GRPO Success Rate (SR): 14. Result ID: 6a0ab3d347f34ce924f032ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### ScalingInter Success Rate (SR): 14. Result ID: 6a0ab3d347f34ce924f032ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### Critique-GRPO Success Rate (SR): 14. Result ID: 6a0ab3d347f34ce924f032b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B"}. This record does not assert independent reproduction. ### GSPO Success Rate (SR): 10. Result ID: 6a0ab3d347f34ce924f032a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-4B"}. This record does not assert independent reproduction. ### Qwen3-4B Success Rate (SR): 6. Result ID: 6a0ab3d347f34ce924f032a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction. ### Qwen3-8B Success Rate (SR): 6. Result ID: 6a0ab3d347f34ce924f032a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Prompting"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.