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Heterogeneous dataset and benchmarks · SOTA2 Research

Research Datasets

Heterogeneous

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Cluster number prediction

Heterogeneous

5Number of Clusters (NC)

6

Decentralized Stochastic Bilevel Optimization

Heterogeneous Non-IID

1Convergence Rate (R/IT)

5

Bayesian Network Structure Learning

Heterogeneous synthetic data d=20

5.12Communication Cost (MB)

1

Popular tasks

Bayesian Network Structure Learning Cluster number prediction Decentralized Stochastic Bilevel Optimization

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