# SIS Dynamics Prediction on Tent Graphon Source: [SIS Dynamics Prediction on Tent Graphon]() Collection index: [llms.txt]() Data updated: 2026-06-26T06:42:45.718Z Evaluation of models predicting SIS dynamics using the Tent Graphon dataset, measured by 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) | Tent 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 | 0.016 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.016 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.016 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.016 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.017 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.02 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.021 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.022 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.025 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.151 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.154 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.156 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.165 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.171 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.177 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.187 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.199 | Not recorded | 6a3e07bc206542251d7cb636 | | GNDEs | 0.213 | Not recorded | 6a3e07bc206542251d7cb636 | ### GNDEs Transfer Error: 0.016. Result ID: 6a3e1f53fbc373592c5eaf14. [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: 0.016. Result ID: 6a3e1f53fbc373592c5eaf15. [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: 0.016. Result ID: 6a3e1f53fbc373592c5eaf17. [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: 0.016. Result ID: 6a3e1f53fbc373592c5eaf19. [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: 0.017. Result ID: 6a3e1f53fbc373592c5eaf1b. [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: 0.02. Result ID: 6a3e1f53fbc373592c5eaf1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.021. Result ID: 6a3e1f53fbc373592c5eaf1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.022. Result ID: 6a3e1f53fbc373592c5eaf18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.025. Result ID: 6a3e1f53fbc373592c5eaf16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.151. Result ID: 6a3e1f53fbc373592c5eaf3f. [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: 0.154. Result ID: 6a3e1f53fbc373592c5eaf3d. [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: 0.156. Result ID: 6a3e1f53fbc373592c5eaf3b. [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: 0.165. Result ID: 6a3e1f53fbc373592c5eaf39. [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: 0.171. Result ID: 6a3e1f53fbc373592c5eaf40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"1024","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.177. Result ID: 6a3e1f53fbc373592c5eaf3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"512","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.187. Result ID: 6a3e1f53fbc373592c5eaf3c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"256","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.199. Result ID: 6a3e1f53fbc373592c5eaf3a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target graph size (n)":"128","Sparsity regime (alpha)":"n^-1/2","Source graph size (n\_src)":"16"}. This record does not assert independent reproduction. ### GNDEs Transfer Error: 0.213. Result ID: 6a3e1f53fbc373592c5eaf38. [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. Page 1 of 1. This is an index page, not the full collection.