# Fact-seeking Question Answering on SEAL-0 Source: [Fact-seeking Question Answering on SEAL-0]() Collection index: [llms.txt]() Data updated: 2026-03-17T10:15:44.911Z Evaluation of model performance on the SEAL-0 dataset for Fact-seeking Question Answering, measured by Accuracy and average latency per question. 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 | Fact-seeking Question Answering | | Dataset (including any stated split) | SEAL-0 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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](): Higher is better; unit: PERCENT. - [Average Latency (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Our framework (Student planner) | 10.8 | Not recorded | 69b8e0190636e5bf4afbeb07 | | Our framework (Prompted planner) | 6.3 | Not recorded | 69b8e0190636e5bf4afbeb07 | | Our framework (Prompted planner) | 3.6 | Not recorded | 69b8e0190636e5bf4afbeb07 | | QWEN3-8B | 1.8 | Not recorded | 69b8e0190636e5bf4afbeb07 | ### Our framework (Student planner) Accuracy: 10.8. Result ID: 69b929c047f34ce924a26d4d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search":"With search","Reasoning":"No reasoning"}. This record does not assert independent reproduction. ### Our framework (Prompted planner) Accuracy: 6.3. Result ID: 69b929c047f34ce924a26d4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search":"With search","Reasoning":"No reasoning"}. This record does not assert independent reproduction. ### Our framework (Prompted planner) Accuracy: 3.6. Result ID: 69b929c047f34ce924a26d4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search":"With search","Reasoning":"Reasoning"}. This record does not assert independent reproduction. ### QWEN3-8B Accuracy: 1.8. Result ID: 69b929c047f34ce924a26d4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Search":"Without search","Reasoning":"Reasoning"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.