# Temporal Knowledge Graph Question Answering on CronQuestion KG In Domain TIMELINEKGQA (test) Source: [Temporal Knowledge Graph Question Answering on CronQuestion KG In Domain TIMELINEKGQA (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:46:36.567Z Evaluation of model performance on the test split of the CronQuestion KG In Domain TIMELINEKGQA dataset for Temporal Knowledge Graph Question Answering, measured using Hits@1 metrics broken down by complexity (Overall, Simple, Medium, Complex). 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 | Temporal Knowledge Graph Question Answering | | Dataset (including any stated split) | CronQuestion KG In Domain TIMELINEKGQA (test) | | Metric | Hits@1 (Overall) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 (Overall)](): Higher is better; unit: SCALAR. - [Hits@1 (Simple)](): Higher is better; unit: SCALAR. - [Hits@1 (Medium)](): Higher is better; unit: SCALAR. - [Hits@1 (Complex)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Hits@1 (Overall) | Result date | Report paper | | --- | --- | --- | --- | | Temp-R1 | 0.705 | Not recorded | 697846cea2b28e761d87c748 | | PoK | 0.651 | Not recorded | 697846cea2b28e761d87c748 | | RTQA | 0.298 | Not recorded | 697846cea2b28e761d87c748 | | RAG Baseline | 0.235 | Not recorded | 697846cea2b28e761d87c748 | | GPT-4o | 0.206 | Not recorded | 697846cea2b28e761d87c748 | | LLaMA2-7B | 0.169 | Not recorded | 697846cea2b28e761d87c748 | ### Temp-R1 Hits@1 (Overall): 0.705. Result ID: 69966c145698665ec4b2da22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Llama3.1-8B-Instruct"}. This record does not assert independent reproduction. ### PoK Hits@1 (Overall): 0.651. Result ID: 69966c145698665ec4b2da21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RTQA Hits@1 (Overall): 0.298. Result ID: 69966c145698665ec4b2da20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RAG Baseline Hits@1 (Overall): 0.235. Result ID: 69966c145698665ec4b2da1d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o Hits@1 (Overall): 0.206. Result ID: 69966c145698665ec4b2da1f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaMA2-7B Hits@1 (Overall): 0.169. Result ID: 69966c145698665ec4b2da1e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.