# Link Prediction on USAir 50% links (train) Source: [Link Prediction on USAir 50% links (train)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:22:37.693Z Evaluation of Link Prediction performance on the 50% links training split of the USAir dataset, measured by 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) | USAir 50% links (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 | 94.15 | Not recorded | 68fa65131e209131cea0807d | | SEAL | 94.11 | Not recorded | 68fa65131e209131cea0807d | | WLK | 93.34 | Not recorded | 68fa65131e209131cea0807d | | SBM | 92.79 | Not recorded | 68fa65131e209131cea0807d | | WLNM | 92.54 | Not recorded | 68fa65131e209131cea0807d | | MF | 92.33 | Not recorded | 68fa65131e209131cea0807d | | SR | 91.93 | Not recorded | 68fa65131e209131cea0807d | | Katz | 91.29 | Not recorded | 68fa65131e209131cea0807d | | ENS | 90.47 | Not recorded | 68fa65131e209131cea0807d | | PA | 90.29 | Not recorded | 68fa65131e209131cea0807d | | VGAE | 89.86 | Not recorded | 68fa65131e209131cea0807d | | RA | 89.54 | Not recorded | 68fa65131e209131cea0807d | | AA | 89.39 | Not recorded | 68fa65131e209131cea0807d | | CN | 87.6 | Not recorded | 68fa65131e209131cea0807d | | node2vec | 82.51 | Not recorded | 68fa65131e209131cea0807d | | Jaccard | 80.35 | Not recorded | 68fa65131e209131cea0807d | | PR | 73.04 | Not recorded | 68fa65131e209131cea0807d | | LINE | 71.75 | Not recorded | 68fa65131e209131cea0807d | | SPC | 70.18 | Not recorded | 68fa65131e209131cea0807d | ### SEAL AP: 94.15. Result ID: 698c9aa70b614d12cff1e274. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### SEAL AP: 94.11. Result ID: 698c9aa70b614d12cff1e0ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"h":1,"training epochs":10}. This record does not assert independent reproduction. ### WLK AP: 93.34. Result ID: 698c9aa70b614d12cff1e0ec. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SBM AP: 92.79. Result ID: 698c9aa70b614d12cff1e26f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### WLNM AP: 92.54. Result ID: 698c9aa70b614d12cff1e0ed. [Reporting paper]() Recorded evaluation configuration: {"K":10}. This record does not assert independent reproduction. ### MF AP: 92.33. Result ID: 698c9aa70b614d12cff1e26e. [Reporting paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### SR AP: 91.93. Result ID: 698c9aa70b614d12cff1e0e9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Katz AP: 91.29. Result ID: 698c9aa70b614d12cff1e0e8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ENS AP: 90.47. Result ID: 698c9aa70b614d12cff1e0eb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PA AP: 90.29. Result ID: 698c9aa70b614d12cff1e0e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VGAE AP: 89.86. Result ID: 698c9aa70b614d12cff1e273. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### RA AP: 89.54. Result ID: 698c9aa70b614d12cff1e0e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AA AP: 89.39. Result ID: 698c9aa70b614d12cff1e0e6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CN AP: 87.6. Result ID: 698c9aa70b614d12cff1e0e3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### node2vec AP: 82.51. Result ID: 698c9aa70b614d12cff1e270. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### Jaccard AP: 80.35. Result ID: 698c9aa70b614d12cff1e0e4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PR AP: 73.04. Result ID: 698c9aa70b614d12cff1e0ea. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LINE AP: 71.75. Result ID: 698c9aa70b614d12cff1e271. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. ### SPC AP: 70.18. Result ID: 698c9aa70b614d12cff1e272. [Reporting paper]() Recorded evaluation configuration: {"method\_type":"latent feature"}. This record does not assert independent reproduction. 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