# SIS Dynamics Prediction on HSBM Graphon Source: [SIS Dynamics Prediction on HSBM Graphon]() Collection index: [llms.txt]() Data updated: 2026-06-26T06:42:45.762Z Evaluation of models predicting SIS dynamics on the HSBM Graphon dataset, typically measured using Transfer Error. 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 | SIS Dynamics Prediction | | Dataset (including any stated split) | HSBM Graphon | | Metric | Transfer Error | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 18 of 18 | | 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 - [Transfer Error](): Lower is better; unit: SCALAR. ## Recorded results | Method | Transfer Error | Result date | Report paper | | --- | --- | --- | --- | | GNDEs | 0.012 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.019 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.019 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.021 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.022 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.027 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.032 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.041 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.053 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.17 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.172 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.174 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.177 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.183 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.183 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.194 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.201 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.214 | Not recorded | 6a3e07bc206542251d7cb636 | ### GNDEs Transfer Error: 0.012. Result ID: 6a3e1f53fbc373592c5eaf1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"16","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.019. Result ID: 6a3e1f53fbc373592c5eaf22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.019. Result ID: 6a3e1f53fbc373592c5eaf24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.021. Result ID: 6a3e1f53fbc373592c5eaf20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.022. Result ID: 6a3e1f53fbc373592c5eaf1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.027. Result ID: 6a3e1f53fbc373592c5eaf25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.032. Result ID: 6a3e1f53fbc373592c5eaf23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.041. Result ID: 6a3e1f53fbc373592c5eaf21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.053. Result ID: 6a3e1f53fbc373592c5eaf1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.17. Result ID: 6a3e1f53fbc373592c5eaf48. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.172. Result ID: 6a3e1f53fbc373592c5eaf46. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.174. Result ID: 6a3e1f53fbc373592c5eaf44. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.177. Result ID: 6a3e1f53fbc373592c5eaf49. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.183. Result ID: 6a3e1f53fbc373592c5eaf42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.183. Result ID: 6a3e1f53fbc373592c5eaf47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.194. Result ID: 6a3e1f53fbc373592c5eaf45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.201. Result ID: 6a3e1f53fbc373592c5eaf41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"16","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.214. Result ID: 6a3e1f53fbc373592c5eaf43. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"0.1","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.