# General Question Answering on TriviaQA (OSR%) Source: [General Question Answering on TriviaQA (OSR%)]() Collection index: [llms.txt]() Data updated: 2026-04-21T10:15:36.501Z Evaluation of model performance on the TriviaQA dataset for General Question Answering, reporting the OSR% metric. 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 | General Question Answering | | Dataset (including any stated split) | TriviaQA | | Metric | OSR (%) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [OSR (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | OSR (%) | Result date | Report paper | | --- | --- | --- | --- | | StepSearch-base | 12.2 | Not recorded | 69e7049e7d0172140ec7ed6e | | StepSearch-instruct | 10.9 | Not recorded | 69e7049e7d0172140ec7ed6e | | StepSearch-base | 7.1 | Not recorded | 69e7049e7d0172140ec7ed6e | | Search-R1-base | 6.5 | Not recorded | 69e7049e7d0172140ec7ed6e | | StepSearch-instruct | 4.3 | Not recorded | 69e7049e7d0172140ec7ed6e | | Search-R1-instruct | 3.9 | Not recorded | 69e7049e7d0172140ec7ed6e | | Search-R1-instruct | 3.9 | Not recorded | 69e7049e7d0172140ec7ed6e | | HIPRAG-instruct | 2.2 | Not recorded | 69e7049e7d0172140ec7ed6e | | Search-R1-base | 2.1 | Not recorded | 69e7049e7d0172140ec7ed6e | | HIPRAG-base | 1.8 | Not recorded | 69e7049e7d0172140ec7ed6e | | HIPRAG-instruct | 0.8 | Not recorded | 69e7049e7d0172140ec7ed6e | | AutoSearch | 0.51 | Not recorded | 69e7049e7d0172140ec7ed6e | | AutoSearch | 0.1 | Not recorded | 69e7049e7d0172140ec7ed6e | ### StepSearch-base OSR (%): 12.2. Result ID: 69e74df747f34ce924ce226d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### StepSearch-instruct OSR (%): 10.9. Result ID: 69e74df747f34ce924ce2275. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### StepSearch-base OSR (%): 7.1. Result ID: 69e74df747f34ce924ce2274. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### Search-R1-base OSR (%): 6.5. Result ID: 69e74df747f34ce924ce2272. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### StepSearch-instruct OSR (%): 4.3. Result ID: 69e74df747f34ce924ce226e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### Search-R1-instruct OSR (%): 3.9. Result ID: 69e74df747f34ce924ce226c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### Search-R1-instruct OSR (%): 3.9. Result ID: 69e74df747f34ce924ce2273. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### HIPRAG-instruct OSR (%): 2.2. Result ID: 69e74df747f34ce924ce2276. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### Search-R1-base OSR (%): 2.1. Result ID: 69e74df747f34ce924ce226b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### HIPRAG-base OSR (%): 1.8. Result ID: 69e74df747f34ce924ce226f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### HIPRAG-instruct OSR (%): 0.8. Result ID: 69e74df747f34ce924ce2270. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. ### AutoSearch OSR (%): 0.51. Result ID: 69e74df747f34ce924ce2277. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-7B"}. This record does not assert independent reproduction. ### AutoSearch OSR (%): 0.1. Result ID: 69e74df747f34ce924ce2271. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Qwen2.5-3B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.