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Power-law Graphon dataset and benchmarks · SOTA2 Research

Research Datasets

Power-law Graphon

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Consensus Dynamics Prediction

Power-law Graphon

0.145Transfer Error

9

SIS Dynamics Prediction

Power-law Graphon

0.011Transfer Error

9

Fisher–KPP Dynamics Prediction

Power-law Graphon

2.7Transfer Error

9

Linear Heat Dynamics Prediction

Power-law Graphon

0.004Transfer Error

9

Popular tasks

Linear Heat Dynamics Prediction Fisher–KPP Dynamics Prediction SIS Dynamics Prediction Consensus Dynamics Prediction

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