# Temporal Link Prediction on Canadian Parliament DGB Inductive Source: [Temporal Link Prediction on Canadian Parliament DGB Inductive]() Collection index: [llms.txt]() Data updated: 2026-06-11T07:05:04.617Z Evaluation of Temporal Link Prediction performance on the Canadian Parliament DGB Inductive dataset, reporting metrics such as AP and AUC. 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 Link Prediction | | Dataset (including any stated split) | Canadian Parliament DGB Inductive | | Metric | AP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [AP](): Higher is better; unit: PERCENT. - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP | Result date | Report paper | | --- | --- | --- | --- | | TSNN | 96.13 | Not recorded | 6a28f34a90966ade919c17b8 | | DyGFormer | 87.74 | Not recorded | 6a28f34a90966ade919c17b8 | | TPNet | 68.09 | Not recorded | 6a28f34a90966ade919c17b8 | | NAT | 61.9 | Not recorded | 6a28f34a90966ade919c17b8 | | GraphMixer | 55.91 | Not recorded | 6a28f34a90966ade919c17b8 | | CAWN | 55.8 | Not recorded | 6a28f34a90966ade919c17b8 | | TGAT | 55.18 | Not recorded | 6a28f34a90966ade919c17b8 | | TCL | 54.3 | Not recorded | 6a28f34a90966ade919c17b8 | | TGN | 54.1 | Not recorded | 6a28f34a90966ade919c17b8 | | DyRep | 54.02 | Not recorded | 6a28f34a90966ade919c17b8 | | JODIE | 53.92 | Not recorded | 6a28f34a90966ade919c17b8 | | PINT | 50.32 | Not recorded | 6a28f34a90966ade919c17b8 | ### TSNN AP: 96.13. Result ID: 6a2a5dbbfbc373592c26ee1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### DyGFormer AP: 87.74. Result ID: 6a2a5dbbfbc373592c26ee1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### TPNet AP: 68.09. Result ID: 6a2a5dbbfbc373592c26ee1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### NAT AP: 61.9. Result ID: 6a2a5dbbfbc373592c26ee18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### GraphMixer AP: 55.91. Result ID: 6a2a5dbbfbc373592c26ee17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### CAWN AP: 55.8. Result ID: 6a2a5dbbfbc373592c26ee15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### TGAT AP: 55.18. Result ID: 6a2a5dbbfbc373592c26ee13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### TCL AP: 54.3. Result ID: 6a2a5dbbfbc373592c26ee16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### TGN AP: 54.1. Result ID: 6a2a5dbbfbc373592c26ee14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### DyRep AP: 54.02. Result ID: 6a2a5dbbfbc373592c26ee12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### JODIE AP: 53.92. Result ID: 6a2a5dbbfbc373592c26ee11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. ### PINT AP: 50.32. Result ID: 6a2a5dbbfbc373592c26ee19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Negative sampling":"random"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.