# Link Prediction on Router 90/10 (train) Source: [Link Prediction on Router 90/10 (train)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:37.641Z Evaluation of Link Prediction performance on the 90/10 training split of the Router dataset, measured using the Average Precision (AP) metric. 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 90/10 (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 | 96.23 | Not recorded | 68fa65131e209131cea0807d | | SEAL | 95.66 | Not recorded | 68fa65131e209131cea0807d | | WLNM | 93.53 | Not recorded | 68fa65131e209131cea0807d | | WLK | 86.59 | Not recorded | 68fa65131e209131cea0807d | | SBM | 84.67 | Not recorded | 68fa65131e209131cea0807d | | MF | 82.59 | Not recorded | 68fa65131e209131cea0807d | | SPC | 73.53 | Not recorded | 68fa65131e209131cea0807d | | LINE | 71.92 | Not recorded | 68fa65131e209131cea0807d | | VGAE | 70.36 | Not recorded | 68fa65131e209131cea0807d | | ENS | 69.25 | Not recorded | 68fa65131e209131cea0807d | | PA | 69.03 | Not recorded | 68fa65131e209131cea0807d | | node2vec | 68.66 | Not recorded | 68fa65131e209131cea0807d | | PR | 64.91 | Not recorded | 68fa65131e209131cea0807d | | Katz | 64.52 | Not recorded | 68fa65131e209131cea0807d | | SR | 58.82 | Not recorded | 68fa65131e209131cea0807d | | RA | 56.51 | Not recorded | 68fa65131e209131cea0807d | | AA | 56.5 | Not recorded | 68fa65131e209131cea0807d | | CN | 56.39 | Not recorded | 68fa65131e209131cea0807d | | Jaccard | 55.84 | Not recorded | 68fa65131e209131cea0807d | ### SEAL AP: 96.23. Result ID: 698c9aa70b614d12cff1e196. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### SEAL AP: 95.66. Result ID: 698c9aa70b614d12cff1e0a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### WLNM AP: 93.53. Result ID: 698c9aa70b614d12cff1e195. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### WLK AP: 86.59. Result ID: 698c9aa70b614d12cff1e194. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### SBM AP: 84.67. Result ID: 698c9aa70b614d12cff1e09e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### MF AP: 82.59. Result ID: 698c9aa70b614d12cff1e09d. [Reporting paper]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### SPC AP: 73.53. Result ID: 698c9aa70b614d12cff1e0a1. [Reporting paper]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### LINE AP: 71.92. Result ID: 698c9aa70b614d12cff1e0a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### VGAE AP: 70.36. Result ID: 698c9aa70b614d12cff1e0a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### ENS AP: 69.25. Result ID: 698c9aa70b614d12cff1e193. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### PA AP: 69.03. Result ID: 698c9aa70b614d12cff1e18d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### node2vec AP: 68.66. Result ID: 698c9aa70b614d12cff1e09f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training links ratio":"90%"}. This record does not assert independent reproduction. ### PR AP: 64.91. Result ID: 698c9aa70b614d12cff1e191. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### Katz AP: 64.52. Result ID: 698c9aa70b614d12cff1e190. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### SR AP: 58.82. Result ID: 698c9aa70b614d12cff1e192. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### RA AP: 56.51. Result ID: 698c9aa70b614d12cff1e18f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### AA AP: 56.5. Result ID: 698c9aa70b614d12cff1e18e. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### CN AP: 56.39. Result ID: 698c9aa70b614d12cff1e18b. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. ### Jaccard AP: 55.84. Result ID: 698c9aa70b614d12cff1e18c. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"90%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.