# Search-based Question Answering on SQA CS V2 (test) Source: [Search-based Question Answering on SQA CS V2 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-25T08:57:39.644Z Evaluation of model performance on the test split of the SQA CS V2 dataset specifically for Search-based Question Answering, reporting metrics like IR, AP, CR, and CP. 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 | Search-based Question Answering | | Dataset (including any stated split) | SQA CS V2 (test) | | Metric | IR | | 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 - [IR](): Higher is better; unit: PERCENT. - [AP](): Higher is better; unit: PERCENT. - [CR](): Higher is better; unit: PERCENT. - [CP](): Higher is better; unit: PERCENT. - [Average Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | IR | Result date | Report paper | | --- | --- | --- | --- | | Co-ReAct | 57.62 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Co-ReAct | 50.91 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | CRITIC | 50.63 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | CRITIC | 50.56 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Self-Refine | 50.25 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Self-Refine | 49.72 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | ReAct | 49.01 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | ReAct | 48.23 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Best-of-N | 45.77 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Best-of-N | 44.98 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Step-Back | 43.61 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | | Step-Back | 43.02 | Not recorded | 6a13d7a06f71c5ae7dc9e9aa | ### Co-ReAct IR: 57.62. Result ID: 6a140e69fbc373592c0b603b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Co-ReAct IR: 50.91. Result ID: 6a140e69fbc373592c0b6035. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### CRITIC IR: 50.63. Result ID: 6a140e69fbc373592c0b603a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### CRITIC IR: 50.56. Result ID: 6a140e69fbc373592c0b6034. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Self-Refine IR: 50.25. Result ID: 6a140e69fbc373592c0b6031. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Self-Refine IR: 49.72. Result ID: 6a140e69fbc373592c0b6037. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### ReAct IR: 49.01. Result ID: 6a140e69fbc373592c0b6030. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### ReAct IR: 48.23. Result ID: 6a140e69fbc373592c0b6036. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Best-of-N IR: 45.77. Result ID: 6a140e69fbc373592c0b6032. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Best-of-N IR: 44.98. Result ID: 6a140e69fbc373592c0b6038. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Step-Back IR: 43.61. Result ID: 6a140e69fbc373592c0b6039. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-14B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. ### Step-Back IR: 43.02. Result ID: 6a140e69fbc373592c0b6033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search Agent":"Qwen3-8B","Answer Rewriter":"Qwen3-235B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.