# Temporal Entity Alignment on YAGO-WIKI180K Sparse-tem (43%) 2000 seeds Source: [Temporal Entity Alignment on YAGO-WIKI180K Sparse-tem (43%) 2000 seeds]() Collection index: [llms.txt]() Data updated: 2026-05-19T12:52:58.853Z Evaluation of Temporal Entity Alignment performance on the YAGO-WIKI180K dataset, specifically using the Sparse-tem (43%) configuration derived from 2000 seeds, measured using MRR, H@1, and 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 | Temporal Entity Alignment | | Dataset (including any stated split) | YAGO-WIKI180K Sparse-tem (43%) 2000 seeds | | Metric | MRR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [MRR](): Higher is better; unit: PERCENT. - [H@1](): Higher is better; unit: PERCENT. - [H@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | MRR | Result date | Report paper | | --- | --- | --- | --- | | RCTEA+ | 66.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | RCTEA | 65.5 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | HTEA | 59.1 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | MGTEA | 58.3 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | DualMatch | 57.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | Dual-AMN | 57.2 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | LightEA | 56.2 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | LightTEA | 54.8 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | TEA-GNN | 51.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee | | STEA | 49.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee | ### RCTEA+ MRR: 66.9. Result ID: 6a0c5c38fbc373592c03edd9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"mode":"iterative"}. This record does not assert independent reproduction. ### RCTEA MRR: 65.5. Result ID: 6a0c5c38fbc373592c03edd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HTEA MRR: 59.1. Result ID: 6a0c5c38fbc373592c03edd7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MGTEA MRR: 58.3. Result ID: 6a0c5c38fbc373592c03edd6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DualMatch MRR: 57.7. Result ID: 6a0c5c38fbc373592c03edd5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dual-AMN MRR: 57.2. Result ID: 6a0c5c38fbc373592c03edd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LightEA MRR: 56.2. Result ID: 6a0c5c38fbc373592c03edd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LightTEA MRR: 54.8. Result ID: 6a0c5c38fbc373592c03edd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TEA-GNN MRR: 51.9. Result ID: 6a0c5c38fbc373592c03edd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STEA MRR: 49.6. Result ID: 6a0c5c38fbc373592c03edd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.