# Action Schema Induction on Driverlog (aggregated instances 1-3) Source: [Action Schema Induction on Driverlog (aggregated instances 1-3)]() Collection index: [llms.txt]() Data updated: 2026-05-14T09:05:46.378Z Evaluation of Action Schema Induction performance on the aggregated instances 1-3 split of the Driverlog dataset, measured by Precision and Recall. 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 | Action Schema Induction | | Dataset (including any stated split) | Driverlog (aggregated instances 1-3) | | Metric | Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | L1 | 5.96 | Not recorded | 6a055745dbc836b87d828eed | ### L1 Precision: 5.96. Result ID: 6a058ffe47f34ce924ecc047. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input":"one random trace","Aggregation":"problem instances 1-3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.