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Papers Benchmarks Datasets Tasks

Graph Structure Learning research benchmarks · SOTA2 Research

Graph Structure Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

50-node Erdős-Rényi graphs p=0.5

476.33Skeleton Structural Hamming Distance (SHD)

21

Mar 24, 2026

Autoregressive (AR) model p=120 synthetic (test)

DTS-FD, log-sum

82F1 Score

18

Feb 26, 2026

Moving Average (MA) model (p=120) synthetic (test)

DTS-FD, log-sum

91F1 Score

18

Feb 26, 2026

17.86Performance Gap

6

Mar 4, 2026

Popular datasets

GSL Erdős-Rényi graphs Moving Average (MA) model Autoregressive (AR) model

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