# Complex Query Answering on Warden Alert Inductive (100% qualifier coverage) Source: [Complex Query Answering on Warden Alert Inductive (100% qualifier coverage)]() Collection index: [llms.txt]() Data updated: 2026-04-06T08:54:21.426Z Evaluation of Complex Query Answering performance on the Warden Alert Inductive dataset, restricted to the 100% qualifier coverage subset, using ranking metrics (MR, MRR, H@K). 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 | Complex query answering | | Dataset (including any stated split) | Warden Alert Inductive 100% qualifier coverage | | Metric | Mean Rank (MR) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 8 of 8 | | 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 - [Mean Rank (MR)](): Lower is better; unit: SCALAR. - [Mean Reciprocal Rank (MRR)](): Higher is better; unit: PERCENT. - [Hit Rate @ 1 (H@1)](): Higher is better; unit: PERCENT. - [Hit Rate @ 3 (H@3)](): Higher is better; unit: PERCENT. - [Hit Rate @ 10 (H@10)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean Rank (MR) | Result date | Report paper | | --- | --- | --- | --- | | HR-NBFNet-CQ | 18.727 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 25.985 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 33.115 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 33.575 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 34.545 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 41.65 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 53.82 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 60.715 | Not recorded | 69d33df37d0172140ec7363a | ### HR-NBFNet-CQ Mean Rank (MR): 18.727. Result ID: 69d374bb47f34ce924bb6c38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2p"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ Mean Rank (MR): 25.985. Result ID: 69d374bb47f34ce924bb6c39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2i"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ Mean Rank (MR): 33.115. Result ID: 69d374bb47f34ce924bb6c37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"1p"}. This record does not assert independent reproduction. ### StarQE Mean Rank (MR): 33.575. Result ID: 69d374bb47f34ce924bb6c35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2i"}. This record does not assert independent reproduction. ### StarQE Mean Rank (MR): 34.545. Result ID: 69d374bb47f34ce924bb6c34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2p"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ Mean Rank (MR): 41.65. Result ID: 69d374bb47f34ce924bb6c3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2u"}. This record does not assert independent reproduction. ### StarQE Mean Rank (MR): 53.82. Result ID: 69d374bb47f34ce924bb6c33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"1p"}. This record does not assert independent reproduction. ### StarQE Mean Rank (MR): 60.715. Result ID: 69d374bb47f34ce924bb6c36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2u"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.