# Link Prediction on Router 50% (train) Source: [Link Prediction on Router 50% (train)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:37.838Z Evaluation of Link Prediction performance on the 50% training split of the Router dataset, measured using Average Precision (AP). 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 | Link Prediction | | Dataset (including any stated split) | Router 50% (train) | | Metric | AP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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. ## Recorded results | Method | AP | Result date | Report paper | | --- | --- | --- | --- | | SEAL | 87.79 | Not recorded | 68fa65131e209131cea0807d | | SEAL | 86.7 | Not recorded | 68fa65131e209131cea0807d | | WLNM | 86.12 | Not recorded | 68fa65131e209131cea0807d | | MF | 81.25 | Not recorded | 68fa65131e209131cea0807d | | SBM | 77.77 | Not recorded | 68fa65131e209131cea0807d | | WLK | 75.49 | Not recorded | 68fa65131e209131cea0807d | | VGAE | 71.25 | Not recorded | 68fa65131e209131cea0807d | | node2vec | 66.77 | Not recorded | 68fa65131e209131cea0807d | | ENS | 65.38 | Not recorded | 68fa65131e209131cea0807d | | PA | 65.2 | Not recorded | 68fa65131e209131cea0807d | | LINE | 64.87 | Not recorded | 68fa65131e209131cea0807d | | SR | 61.01 | Not recorded | 68fa65131e209131cea0807d | | Katz | 60.87 | Not recorded | 68fa65131e209131cea0807d | | SPC | 59.13 | Not recorded | 68fa65131e209131cea0807d | | PR | 58.27 | Not recorded | 68fa65131e209131cea0807d | | AA | 52.94 | Not recorded | 68fa65131e209131cea0807d | | RA | 52.93 | Not recorded | 68fa65131e209131cea0807d | | CN | 52.91 | Not recorded | 68fa65131e209131cea0807d | | Jaccard | 52.71 | Not recorded | 68fa65131e209131cea0807d | ### SEAL AP: 87.79. Result ID: 698c9aa70b614d12cff1e136. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"h":1,"training epochs":10}. This record does not assert independent reproduction. ### SEAL AP: 86.7. Result ID: 698c9aa70b614d12cff1e297. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### WLNM AP: 86.12. Result ID: 698c9aa70b614d12cff1e135. [Reporting paper]() Recorded evaluation configuration: {"K":10}. This record does not assert independent reproduction. ### MF AP: 81.25. Result ID: 698c9aa70b614d12cff1e291. [Reporting paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### SBM AP: 77.77. Result ID: 698c9aa70b614d12cff1e292. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### WLK AP: 75.49. Result ID: 698c9aa70b614d12cff1e134. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGAE AP: 71.25. Result ID: 698c9aa70b614d12cff1e296. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### node2vec AP: 66.77. Result ID: 698c9aa70b614d12cff1e293. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### ENS AP: 65.38. Result ID: 698c9aa70b614d12cff1e133. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PA AP: 65.2. Result ID: 698c9aa70b614d12cff1e12d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LINE AP: 64.87. Result ID: 698c9aa70b614d12cff1e294. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### SR AP: 61.01. Result ID: 698c9aa70b614d12cff1e131. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Katz AP: 60.87. Result ID: 698c9aa70b614d12cff1e130. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPC AP: 59.13. Result ID: 698c9aa70b614d12cff1e295. [Reporting paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### PR AP: 58.27. Result ID: 698c9aa70b614d12cff1e132. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AA AP: 52.94. Result ID: 698c9aa70b614d12cff1e12e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RA AP: 52.93. Result ID: 698c9aa70b614d12cff1e12f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CN AP: 52.91. Result ID: 698c9aa70b614d12cff1e12b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jaccard AP: 52.71. Result ID: 698c9aa70b614d12cff1e12c. [Reporting 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.