# Complex Query Answering on UNSW 100% Transductive Source: [Complex Query Answering on UNSW 100% Transductive]() Collection index: [llms.txt]() Data updated: 2026-04-06T08:54:21.663Z Evaluation of model performance on the UNSW 100% Transductive dataset for Complex Query Answering, reporting metrics such as Mean Rank (MR), Mean Reciprocal Rank (MRR), and Hits@K (H@1, H@3, H@10). 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) | UNSW 100% Transductive | | Metric | MR (Mean Rank) | | 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 - [MR (Mean Rank)](): Lower is better; unit: SCALAR. - [MRR (Mean Reciprocal Rank)](): Higher is better; unit: SCALAR. - [Hits@1](): Higher is better; unit: PERCENT. - [Hits@3](): Higher is better; unit: PERCENT. - [Hits@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | MR (Mean Rank) | Result date | Report paper | | --- | --- | --- | --- | | HR-NBFNet-CQ | 2.135 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 2.155 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 3.365 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 3.365 | Not recorded | 69d33df37d0172140ec7363a | | StarQE | 3.645 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 3.73 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 3.925 | Not recorded | 69d33df37d0172140ec7363a | | HR-NBFNet-CQ | 4.135 | Not recorded | 69d33df37d0172140ec7363a | ### HR-NBFNet-CQ MR (Mean Rank): 2.135. Result ID: 69d374bb47f34ce924bb6c80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2p"}. This record does not assert independent reproduction. ### StarQE MR (Mean Rank): 2.155. Result ID: 69d374bb47f34ce924bb6c7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2p"}. This record does not assert independent reproduction. ### StarQE MR (Mean Rank): 3.365. Result ID: 69d374bb47f34ce924bb6c7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"1p"}. This record does not assert independent reproduction. ### StarQE MR (Mean Rank): 3.365. Result ID: 69d374bb47f34ce924bb6c7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2u"}. This record does not assert independent reproduction. ### StarQE MR (Mean Rank): 3.645. Result ID: 69d374bb47f34ce924bb6c7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2i"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ MR (Mean Rank): 3.73. Result ID: 69d374bb47f34ce924bb6c81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"2i"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ MR (Mean Rank): 3.925. Result ID: 69d374bb47f34ce924bb6c7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Query":"1p"}. This record does not assert independent reproduction. ### HR-NBFNet-CQ MR (Mean Rank): 4.135. Result ID: 69d374bb47f34ce924bb6c82. [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.