# Link Prediction on Baby (Recall@5/Precision@5) Source: [Link Prediction on Baby (Recall@5/Precision@5)]() Collection index: [llms.txt]() Data updated: 2026-06-05T10:21:51.026Z Evaluation of Link Prediction performance on the Baby dataset, measured using Recall@5 and Precision@5. 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@5 | | 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@5](): Higher is better; unit: SCALAR. - [Precision@5](): Higher is better; unit: SCALAR. ## Recorded results | Method | Recall@5 | Result date | Report paper | | --- | --- | --- | --- | | CureLLM | 3.26 | Not recorded | 6a22587a86173ad9c1468a1c | | MuseGraph | 3.13 | Not recorded | 6a22587a86173ad9c1468a1c | | TAPE | 3.09 | Not recorded | 6a22587a86173ad9c1468a1c | | OpenGraph | 2.96 | Not recorded | 6a22587a86173ad9c1468a1c | | GraphAdapter | 2.88 | Not recorded | 6a22587a86173ad9c1468a1c | | GraphCL | 2.78 | Not recorded | 6a22587a86173ad9c1468a1c | | WalkLM | 2.65 | Not recorded | 6a22587a86173ad9c1468a1c | | SAGE | 2.42 | Not recorded | 6a22587a86173ad9c1468a1c | | GAT | 2.24 | Not recorded | 6a22587a86173ad9c1468a1c | | GIN | 2.16 | Not recorded | 6a22587a86173ad9c1468a1c | | RoBERTa | 2.11 | Not recorded | 6a22587a86173ad9c1468a1c | | GCN | 2.06 | Not recorded | 6a22587a86173ad9c1468a1c | | Bert | 2.01 | Not recorded | 6a22587a86173ad9c1468a1c | | MLP | 1.98 | Not recorded | 6a22587a86173ad9c1468a1c | | MF | 1.86 | Not recorded | 6a22587a86173ad9c1468a1c | ### CureLLM Recall@5: 3.26. Result ID: 6a22a1d7fbc373592c21637e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA2","GNN Instance":"SAGE"}. This record does not assert independent reproduction. ### MuseGraph Recall@5: 3.13. Result ID: 6a22a1d7fbc373592c21637d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAPE Recall@5: 3.09. Result ID: 6a22a1d7fbc373592c21637c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OpenGraph Recall@5: 2.96. Result ID: 6a22a1d7fbc373592c21637b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GraphAdapter Recall@5: 2.88. Result ID: 6a22a1d7fbc373592c21637a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GraphCL Recall@5: 2.78. Result ID: 6a22a1d7fbc373592c216376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WalkLM Recall@5: 2.65. Result ID: 6a22a1d7fbc373592c216379. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAGE Recall@5: 2.42. Result ID: 6a22a1d7fbc373592c216375. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GAT Recall@5: 2.24. Result ID: 6a22a1d7fbc373592c216373. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GIN Recall@5: 2.16. Result ID: 6a22a1d7fbc373592c216374. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RoBERTa Recall@5: 2.11. Result ID: 6a22a1d7fbc373592c216378. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GCN Recall@5: 2.06. Result ID: 6a22a1d7fbc373592c216372. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bert Recall@5: 2.01. Result ID: 6a22a1d7fbc373592c216377. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MLP Recall@5: 1.98. Result ID: 6a22a1d7fbc373592c216371. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MF Recall@5: 1.86. Result ID: 6a22a1d7fbc373592c216370. [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.