# Link Prediction on Disease (test) Source: [Link Prediction on Disease (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:25:54.032Z Evaluation of Link Prediction performance on the test split of the Disease dataset. 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) | Disease (test) | | Metric | AUROC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | RResNet Horo | 98.4 | Not recorded | 68fa70eb1e209131cea4dfeb | | H2H-GCN | 97 | Not recorded | 68fa6b5e1e209131cea2dc02 | | LGCN | 96.6 | Not recorded | 68fa6b5e1e209131cea2dc02 | | HYBONET | 96.3 | Not recorded | 68fa6b5e1e209131cea2dc02 | | NHGCN | 92.8 | Not recorded | 68fa6b5e1e209131cea2dc02 | | HGCN | 90.8 | Not recorded | 68fa6b5e1e209131cea2dc02 | | HNN | 75.1 | Not recorded | 68fa70eb1e209131cea4dfeb | | MLP | 72.6 | Not recorded | 68fa70eb1e209131cea4dfeb | | GAT | 69.8 | Not recorded | 68fa6b5e1e209131cea2dc02 | | SAGE | 65.9 | Not recorded | 68fa6b5e1e209131cea2dc02 | | SGC | 65.1 | Not recorded | 68fa6b5e1e209131cea2dc02 | | GCN | 64.7 | Not recorded | 68fa6b5e1e209131cea2dc02 | | Hyp | 63.5 | Not recorded | 68fa70eb1e209131cea4dfeb | | Euc | 59.8 | Not recorded | 68fa70eb1e209131cea4dfeb | | Hyp-Mixed | 55.1 | Not recorded | 68fa70eb1e209131cea4dfeb | | Euc-Mixed | 49.6 | Not recorded | 68fa70eb1e209131cea4dfeb | ### RResNet Horo AUROC: 98.4. Result ID: 699162293a6c31484907c53d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Type":"Deep"}. This record does not assert independent reproduction. ### H2H-GCN AUROC: 97. Result ID: 698e80dfffc3901de09e26b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LGCN AUROC: 96.6. Result ID: 698e80dfffc3901de09e26bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HYBONET AUROC: 96.3. Result ID: 698e80dfffc3901de09e26ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NHGCN AUROC: 92.8. Result ID: 698e80dfffc3901de09e26bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HGCN AUROC: 90.8. Result ID: 698e80dfffc3901de09e26b8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HNN AUROC: 75.1. Result ID: 699162293a6c31484907c53c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Type":"Deep"}. This record does not assert independent reproduction. ### MLP AUROC: 72.6. Result ID: 699162293a6c31484907c53b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Type":"Deep"}. This record does not assert independent reproduction. ### GAT AUROC: 69.8. Result ID: 698e80dfffc3901de09e26b5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAGE AUROC: 65.9. Result ID: 698e80dfffc3901de09e26b6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGC AUROC: 65.1. Result ID: 698e80dfffc3901de09e26b7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GCN AUROC: 64.7. Result ID: 698e80dfffc3901de09e26b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hyp AUROC: 63.5. Result ID: 699162293a6c31484907c538. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Type":"Shallow"}. This record does not assert independent reproduction. ### Euc AUROC: 59.8. Result ID: 699162293a6c31484907c537. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Type":"Shallow"}. This record does not assert independent reproduction. ### Hyp-Mixed AUROC: 55.1. Result ID: 699162293a6c31484907c53a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Type":"Shallow"}. This record does not assert independent reproduction. ### Euc-Mixed AUROC: 49.6. Result ID: 699162293a6c31484907c539. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Type":"Shallow"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.