# Operational Metrics (Runtime, I/O Counts) on WebQSP (Knowledge Graph Question Answering) Source: [Operational Metrics (Runtime, I/O Counts) on WebQSP (Knowledge Graph Question Answering)]() Collection index: [llms.txt]() Data updated: 2026-05-12T16:46:57.413Z Evaluation focusing on the operational performance of models answering Knowledge Graph Questions on the WebQSP dataset, specifically measuring execution time and the raw count of inputs and outputs processed. 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 Graph Question Answering | | Dataset (including any stated split) | WebQSP | | Metric | Runtime (s) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 7 of 7 | | 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 - [Runtime (s)](): Lower is better; unit: TIME. - [# Calls](): Lower is better; unit: SCALAR. - [Input Count](): Lower is better; unit: SCALAR. - [Output Count](): Higher is better; unit: SCALAR. ## Recorded results | Method | Runtime (s) | Result date | Report paper | | --- | --- | --- | --- | | PATHISE | 2.1 | Not recorded | 6a02b4afdbc836b87d824f3f | | SubgraphRAG | 2.3 | Not recorded | 6a02b4afdbc836b87d824f3f | | GCR | 3.5 | Not recorded | 6a02b4afdbc836b87d824f3f | | DP | 4.4 | Not recorded | 6a02b4afdbc836b87d824f3f | | RAPL | 4.7 | Not recorded | 6a02b4afdbc836b87d824f3f | | PATHISE | 6.7 | Not recorded | 6a02b4afdbc836b87d824f3f | | PoG | 10.9 | Not recorded | 6a02b4afdbc836b87d824f3f | ### PATHISE Runtime (s): 2.1. Result ID: 6a03596747f34ce924e8ea85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Inference"}. This record does not assert independent reproduction. ### SubgraphRAG Runtime (s): 2.3. Result ID: 6a03596747f34ce924e8ea82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Inference"}. This record does not assert independent reproduction. ### GCR Runtime (s): 3.5. Result ID: 6a03596747f34ce924e8ea81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Inference"}. This record does not assert independent reproduction. ### DP Runtime (s): 4.4. Result ID: 6a03596747f34ce924e8ea84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Inference"}. This record does not assert independent reproduction. ### RAPL Runtime (s): 4.7. Result ID: 6a03596747f34ce924e8ea86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Train Sup."}. This record does not assert independent reproduction. ### PATHISE Runtime (s): 6.7. Result ID: 6a03596747f34ce924e8ea87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Stage":"Train Sup."}. This record does not assert independent reproduction. ### PoG Runtime (s): 10.9. Result ID: 6a03596747f34ce924e8ea83. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Stage":"Inference"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.