# Link Prediction on Baby Source: [Link Prediction on Baby]() Collection index: [llms.txt]() Data updated: 2026-06-05T10:21:50.916Z Evaluation of Link Prediction performance on the Baby dataset, measured using Recall@10 (R@10) and Precision@10 (P@10). 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) | Baby | | Metric | Recall@10 | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Recall@10](): Higher is better; unit: SCALAR. - [Precision@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@10 | Result date | Report paper | | --- | --- | --- | --- | | CureLLM | 5.33 | Not recorded | 6a22587a86173ad9c1468a1c | | MuseGraph | 5.09 | Not recorded | 6a22587a86173ad9c1468a1c | | TAPE | 5.03 | Not recorded | 6a22587a86173ad9c1468a1c | | OpenGraph | 5.01 | Not recorded | 6a22587a86173ad9c1468a1c | | GraphAdapter | 4.95 | Not recorded | 6a22587a86173ad9c1468a1c | | GraphCL | 4.86 | Not recorded | 6a22587a86173ad9c1468a1c | | SAGE | 4.67 | Not recorded | 6a22587a86173ad9c1468a1c | | WalkLM | 4.56 | Not recorded | 6a22587a86173ad9c1468a1c | | GAT | 4.31 | Not recorded | 6a22587a86173ad9c1468a1c | | RoBERTa | 4.22 | Not recorded | 6a22587a86173ad9c1468a1c | | GIN | 4.21 | Not recorded | 6a22587a86173ad9c1468a1c | | GCN | 4.17 | Not recorded | 6a22587a86173ad9c1468a1c | | Bert | 4.03 | Not recorded | 6a22587a86173ad9c1468a1c | | MLP | 3.94 | Not recorded | 6a22587a86173ad9c1468a1c | | MF | 3.76 | Not recorded | 6a22587a86173ad9c1468a1c | ### CureLLM Recall@10: 5.33. Result ID: 6a22a1d7fbc373592c216352. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MuseGraph Recall@10: 5.09. Result ID: 6a22a1d7fbc373592c216351. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAPE Recall@10: 5.03. Result ID: 6a22a1d7fbc373592c216350. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OpenGraph Recall@10: 5.01. Result ID: 6a22a1d7fbc373592c21634f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GraphAdapter Recall@10: 4.95. Result ID: 6a22a1d7fbc373592c21634e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GraphCL Recall@10: 4.86. Result ID: 6a22a1d7fbc373592c21634a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAGE Recall@10: 4.67. Result ID: 6a22a1d7fbc373592c216349. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WalkLM Recall@10: 4.56. Result ID: 6a22a1d7fbc373592c21634d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GAT Recall@10: 4.31. Result ID: 6a22a1d7fbc373592c216347. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RoBERTa Recall@10: 4.22. Result ID: 6a22a1d7fbc373592c21634c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GIN Recall@10: 4.21. Result ID: 6a22a1d7fbc373592c216348. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GCN Recall@10: 4.17. Result ID: 6a22a1d7fbc373592c216346. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bert Recall@10: 4.03. Result ID: 6a22a1d7fbc373592c21634b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MLP Recall@10: 3.94. Result ID: 6a22a1d7fbc373592c216345. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MF Recall@10: 3.76. Result ID: 6a22a1d7fbc373592c216344. [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.