# Open-domain question answering on RJUA (test) Source: [Open-domain question answering on RJUA (test)]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:11:43.021Z Evaluation of model performance on the test split of the RJUA dataset for Open-domain Question Answering, measured using Rouge-L, Reranker, RL@8, RR@8, and Avg 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) | RJUA (test) | | Metric | Rouge-L | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Rouge-L](): Higher is better; unit: PERCENT. - [Reranker Score](): Higher is better; unit: PERCENT. - [RL@8](): Higher is better; unit: PERCENT. - [RR@8](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rouge-L | Result date | Report paper | | --- | --- | --- | --- | | EAPO | 33 | Not recorded | 6a17cc2bdbd7150506f813f2 | | NSR | 32.7 | Not recorded | 6a17cc2bdbd7150506f813f2 | | W-REINFORCE | 32.2 | Not recorded | 6a17cc2bdbd7150506f813f2 | | GRPO | 31.2 | Not recorded | 6a17cc2bdbd7150506f813f2 | | PSR | 29.3 | Not recorded | 6a17cc2bdbd7150506f813f2 | ### EAPO Rouge-L: 33. Result ID: 6a17f7d3fbc373592c119150. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","Evaluator":"DeepSeek-V3.2","Evaluation Protocol":"LLM-as-a-Judge"}. This record does not assert independent reproduction. ### NSR Rouge-L: 32.7. Result ID: 6a17f7d3fbc373592c11914e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","Evaluator":"DeepSeek-V3.2","Evaluation Protocol":"LLM-as-a-Judge"}. This record does not assert independent reproduction. ### W-REINFORCE Rouge-L: 32.2. Result ID: 6a17f7d3fbc373592c11914f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","Evaluator":"DeepSeek-V3.2","Evaluation Protocol":"LLM-as-a-Judge"}. This record does not assert independent reproduction. ### GRPO Rouge-L: 31.2. Result ID: 6a17f7d3fbc373592c11914c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","Evaluator":"DeepSeek-V3.2","Evaluation Protocol":"LLM-as-a-Judge"}. This record does not assert independent reproduction. ### PSR Rouge-L: 29.3. Result ID: 6a17f7d3fbc373592c11914d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen3-8B","Evaluator":"DeepSeek-V3.2","Evaluation Protocol":"LLM-as-a-Judge"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.