# Knowledge Base Question Answering on Creak WikiData (test) Source: [Knowledge Base Question Answering on Creak WikiData (test)]() Collection index: [llms.txt]() Data updated: 2026-03-24T15:24:17.823Z Evaluation of Knowledge Base Question Answering performance on the test split of the Creak WikiData dataset, measured using Hits@1. 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 | Knowledge Base Question Answering | | Dataset (including any stated split) | Creak WikiData (test) | | Metric | Hits@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Hits@1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Hits@1 | Result date | Report paper | | --- | --- | --- | --- | | KG-Hopper w/Qwen-2.5-7B | 91.82 | Not recorded | 69c21a9c0636e5bf4afc496d | | DeepSeek-R1-Distill-Llama-70B + KG | 91.2 | Not recorded | 69c21a9c0636e5bf4afc496d | | GPT-4o | 90.7 | Not recorded | 69c21a9c0636e5bf4afc496d | | GPT-4o-mini + KG | 90.2 | Not recorded | 69c21a9c0636e5bf4afc496d | | LLaMA-3.3-70B + KG | 87.04 | Not recorded | 69c21a9c0636e5bf4afc496d | | LLaMA-3.1-8B (SFT) + KG | 84.47 | Not recorded | 69c21a9c0636e5bf4afc496d | | LLaMA-3.3-70B | 83.72 | Not recorded | 69c21a9c0636e5bf4afc496d | | GPT-4o-mini | 83.72 | Not recorded | 69c21a9c0636e5bf4afc496d | | Qwen-2.5-7B (SFT) + KG | 83.43 | Not recorded | 69c21a9c0636e5bf4afc496d | | LLaMA-3.1-8B + KG | 80.5 | Not recorded | 69c21a9c0636e5bf4afc496d | | DeepSeek-R1-Distill-Llama-70B | 79.1 | Not recorded | 69c21a9c0636e5bf4afc496d | | Qwen-2.5-7B + KG | 79.04 | Not recorded | 69c21a9c0636e5bf4afc496d | | LLaMA-3.1-8B | 75.8 | Not recorded | 69c21a9c0636e5bf4afc496d | | Qwen-2.5-7B | 73.26 | Not recorded | 69c21a9c0636e5bf4afc496d | ### KG-Hopper w/Qwen-2.5-7B Hits@1: 91.82. Result ID: 69c2ac9047f34ce924abb4c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"7B","Strategy":"KG-Augmented with RL Fine-Tuning"}. This record does not assert independent reproduction. ### DeepSeek-R1-Distill-Llama-70B + KG Hits@1: 91.2. Result ID: 69c2ac9047f34ce924abb4bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"70B","Strategy":"KG-Augmented without Fine-Tuning"}. This record does not assert independent reproduction. ### GPT-4o Hits@1: 90.7. Result ID: 69c2ac9047f34ce924abb4b9. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. ### GPT-4o-mini + KG Hits@1: 90.2. Result ID: 69c2ac9047f34ce924abb4be. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"KG-Augmented without Fine-Tuning"}. This record does not assert independent reproduction. ### LLaMA-3.3-70B + KG Hits@1: 87.04. Result ID: 69c2ac9047f34ce924abb4bc. [Reporting paper]() Recorded evaluation configuration: {"Size":"70B","Strategy":"KG-Augmented without Fine-Tuning"}. This record does not assert independent reproduction. ### LLaMA-3.1-8B (SFT) + KG Hits@1: 84.47. Result ID: 69c2ac9047f34ce924abb4c0. [Reporting paper]() Recorded evaluation configuration: {"Size":"8B","Strategy":"KG-Augmented with Supervised Fine-Tuning"}. This record does not assert independent reproduction. ### LLaMA-3.3-70B Hits@1: 83.72. Result ID: 69c2ac9047f34ce924abb4b6. [Reporting paper]() Recorded evaluation configuration: {"Size":"70B","Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. ### GPT-4o-mini Hits@1: 83.72. Result ID: 69c2ac9047f34ce924abb4b8. [Reporting paper]() Recorded evaluation configuration: {"Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. ### Qwen-2.5-7B (SFT) + KG Hits@1: 83.43. Result ID: 69c2ac9047f34ce924abb4bf. [Reporting paper]() Recorded evaluation configuration: {"Size":"7B","Strategy":"KG-Augmented with Supervised Fine-Tuning"}. This record does not assert independent reproduction. ### LLaMA-3.1-8B + KG Hits@1: 80.5. Result ID: 69c2ac9047f34ce924abb4bb. [Reporting paper]() Recorded evaluation configuration: {"Size":"8B","Strategy":"KG-Augmented without Fine-Tuning"}. This record does not assert independent reproduction. ### DeepSeek-R1-Distill-Llama-70B Hits@1: 79.1. Result ID: 69c2ac9047f34ce924abb4b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Size":"70B","Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. ### Qwen-2.5-7B + KG Hits@1: 79.04. Result ID: 69c2ac9047f34ce924abb4ba. [Reporting paper]() Recorded evaluation configuration: {"Size":"7B","Strategy":"KG-Augmented without Fine-Tuning"}. This record does not assert independent reproduction. ### LLaMA-3.1-8B Hits@1: 75.8. Result ID: 69c2ac9047f34ce924abb4b5. [Reporting paper]() Recorded evaluation configuration: {"Size":"8B","Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. ### Qwen-2.5-7B Hits@1: 73.26. Result ID: 69c2ac9047f34ce924abb4b4. [Reporting paper]() Recorded evaluation configuration: {"Size":"7B","Strategy":"LLM Prompting Only"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.