# Link Prediction on Router (50% train links) Source: [Link Prediction on Router (50% train links)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:24:22.556Z Evaluation of Link Prediction performance on the Router dataset using the 50% train links configuration, measured by 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 | Link Prediction | | Dataset (including any stated split) | Router (50% train links) | | Metric | AUC | | 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 - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | SEAL | 86.64 | Not recorded | 68fa65131e209131cea0807d | | WLNM | 86.1 | Not recorded | 68fa65131e209131cea0807d | | SEAL | 85.08 | Not recorded | 68fa65131e209131cea0807d | | MF | 77.49 | Not recorded | 68fa65131e209131cea0807d | | SBM | 74.66 | Not recorded | 68fa65131e209131cea0807d | | WLK | 71.25 | Not recorded | 68fa65131e209131cea0807d | | VGAE | 62.91 | Not recorded | 68fa65131e209131cea0807d | | N2V | 62.45 | Not recorded | 68fa65131e209131cea0807d | | LINE | 62.43 | Not recorded | 68fa65131e209131cea0807d | | PA | 55.06 | Not recorded | 68fa65131e209131cea0807d | | ENS | 55.06 | Not recorded | 68fa65131e209131cea0807d | | PR | 54.44 | Not recorded | 68fa65131e209131cea0807d | | Katz | 54.39 | Not recorded | 68fa65131e209131cea0807d | | SR | 54.38 | Not recorded | 68fa65131e209131cea0807d | | SPC | 53.87 | Not recorded | 68fa65131e209131cea0807d | | AA | 52.94 | Not recorded | 68fa65131e209131cea0807d | | RA | 52.94 | Not recorded | 68fa65131e209131cea0807d | | CN | 52.93 | Not recorded | 68fa65131e209131cea0807d | | Jaccard | 52.93 | Not recorded | 68fa65131e209131cea0807d | ### SEAL AUC: 86.64. Result ID: 698c9aa70b614d12cff1e219. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WLNM AUC: 86.1. Result ID: 698c9aa70b614d12cff1e218. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEAL AUC: 85.08. Result ID: 698c9aa70b614d12cff1e1be. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MF AUC: 77.49. Result ID: 698c9aa70b614d12cff1e1b8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SBM AUC: 74.66. Result ID: 698c9aa70b614d12cff1e1b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WLK AUC: 71.25. Result ID: 698c9aa70b614d12cff1e217. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGAE AUC: 62.91. Result ID: 698c9aa70b614d12cff1e1bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### N2V AUC: 62.45. Result ID: 698c9aa70b614d12cff1e1ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LINE AUC: 62.43. Result ID: 698c9aa70b614d12cff1e1bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PA AUC: 55.06. Result ID: 698c9aa70b614d12cff1e210. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ENS AUC: 55.06. Result ID: 698c9aa70b614d12cff1e216. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PR AUC: 54.44. Result ID: 698c9aa70b614d12cff1e214. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Katz AUC: 54.39. Result ID: 698c9aa70b614d12cff1e213. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SR AUC: 54.38. Result ID: 698c9aa70b614d12cff1e215. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPC AUC: 53.87. Result ID: 698c9aa70b614d12cff1e1bc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AA AUC: 52.94. Result ID: 698c9aa70b614d12cff1e211. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RA AUC: 52.94. Result ID: 698c9aa70b614d12cff1e212. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CN AUC: 52.93. Result ID: 698c9aa70b614d12cff1e20e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jaccard AUC: 52.93. Result ID: 698c9aa70b614d12cff1e20f. [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.