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Papers Benchmarks Datasets Tasks

SBM dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

SBM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Spectral Partitioning

SBM Den: Dense-Cliques

98Clustering Accuracy

3

Spectral Partitioning

SBM Baseline

61Clustering Accuracy

3

Link Prediction

5-SBM

0.824Log Loss

3

Topological Preservation Analysis

SBM

3.998Kappa FR

3

Graph Generation

SBM (α = 10)

-30.88LogP

2

Graph Generation

SBM α = 1.0

-31.66Reconstruction LogP

2

Graph Generation

SBM (α = 0.1)

-30.37Reconstruction LogP

2

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Popular tasks

Spectral Partitioning Graph generation Fair Graph Clustering Link Prediction Robustness Prediction

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