# Query Intent Classification on Dogpile transaction log Source: [Query Intent Classification on Dogpile transaction log]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:30.613Z Evaluation of Query Intent Classification performance on the Dogpile transaction log dataset, measured using Accuracy. 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 | Query intent classification | | Dataset (including any stated split) | Dogpile transaction log | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Kathuria et al. | 94 | Not recorded | 68fa6d891e209131cea3a772 | | Jansen et al. | 74 | Not recorded | 68fa6d891e209131cea3a772 | ### Kathuria et al. Accuracy: 94. Result ID: 698fa84d3a6c314849fae0a3. [Reporting paper]() Recorded evaluation configuration: {"# queries in the dataset":"4,056,374","Features":"queries only","Algorithm":"k-means"}. This record does not assert independent reproduction. ### Jansen et al. Accuracy: 74. Result ID: 698fa84d3a6c314849fae0a2. [Reporting paper]() Recorded evaluation configuration: {"# queries in the dataset":"4,056,374","Features":"queries only","Algorithm":"rules"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.