# Multiplex Interaction Prediction on TRRUST (transductive T) Source: [Multiplex Interaction Prediction on TRRUST (transductive T)]() Collection index: [llms.txt]() Data updated: 2026-03-10T07:50:28.287Z Evaluation of model performance on predicting multiplex interactions using the transductive setting (T) of the TRRUST dataset, measured by AUROC, AUPRC, HS, and SA. 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 | multiplex interaction prediction | | Dataset (including any stated split) | TRRUST transductive (T) | | Metric | AUROC | | Unit | SCALAR | | 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: SCALAR. - [AUPRC](): Higher is better; unit: SCALAR. - [HS](): Higher is better; unit: SCALAR. - [SA](): Higher is better; unit: SCALAR. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | CAZI-MBN | 0.905 | Not recorded | 69afa57c2d603e6de3e439b6 | | HDMI | 0.878 | Not recorded | 69afa57c2d603e6de3e439b6 | | DMGI | 0.871 | Not recorded | 69afa57c2d603e6de3e439b6 | | R-GAT | 0.868 | Not recorded | 69afa57c2d603e6de3e439b6 | | GENER | 0.867 | Not recorded | 69afa57c2d603e6de3e439b6 | | R-GCN | 0.865 | Not recorded | 69afa57c2d603e6de3e439b6 | | MLP (LLM) | 0.861 | Not recorded | 69afa57c2d603e6de3e439b6 | | MultiplexSAGE | 0.86 | Not recorded | 69afa57c2d603e6de3e439b6 | | DL-GGI | 0.857 | Not recorded | 69afa57c2d603e6de3e439b6 | | XGB (LLM) | 0.854 | Not recorded | 69afa57c2d603e6de3e439b6 | | DGI | 0.841 | Not recorded | 69afa57c2d603e6de3e439b6 | | Graph Transformer | 0.832 | Not recorded | 69afa57c2d603e6de3e439b6 | | GraphSAGE | 0.822 | Not recorded | 69afa57c2d603e6de3e439b6 | | GCN | 0.81 | Not recorded | 69afa57c2d603e6de3e439b6 | | MLP | 0.796 | Not recorded | 69afa57c2d603e6de3e439b6 | | XGB | 0.786 | Not recorded | 69afa57c2d603e6de3e439b6 | ### CAZI-MBN AUROC: 0.905. Result ID: 69afcc576dbb7075b957dda4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### HDMI AUROC: 0.878. Result ID: 69afcc576dbb7075b957dd9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### DMGI AUROC: 0.871. Result ID: 69afcc576dbb7075b957dd9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### R-GAT AUROC: 0.868. Result ID: 69afcc576dbb7075b957dda1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### GENER AUROC: 0.867. Result ID: 69afcc576dbb7075b957dda3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### R-GCN AUROC: 0.865. Result ID: 69afcc576dbb7075b957dda0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### MLP (LLM) AUROC: 0.861. Result ID: 69afcc576dbb7075b957dd98. [Reporting paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### MultiplexSAGE AUROC: 0.86. Result ID: 69afcc576dbb7075b957dd9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### DL-GGI AUROC: 0.857. Result ID: 69afcc576dbb7075b957dda2. [Reporting paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### XGB (LLM) AUROC: 0.854. Result ID: 69afcc576dbb7075b957dd97. [Reporting paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### DGI AUROC: 0.841. Result ID: 69afcc576dbb7075b957dd9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### Graph Transformer AUROC: 0.832. Result ID: 69afcc576dbb7075b957dd9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### GraphSAGE AUROC: 0.822. Result ID: 69afcc576dbb7075b957dd9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### GCN AUROC: 0.81. Result ID: 69afcc576dbb7075b957dd99. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### MLP AUROC: 0.796. Result ID: 69afcc576dbb7075b957dd96. [Reporting paper]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. ### XGB AUROC: 0.786. Result ID: 69afcc576dbb7075b957dd95. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"T"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.