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Dynamic node classification research benchmarks · SOTA2 Research

Dynamic node classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

70.04AUC-ROC

27

Jun 4, 2026

88.99AUC-ROC

27

Jun 4, 2026

72.27AUC-ROC

22

May 26, 2026

Wikipedia (test)

88.37AUC-ROC

22

May 26, 2026

MOOC standard (test)

0.833AUC

17

May 26, 2026

23.68Training Time (s)

9

Feb 26, 2026

6Training Time (s)

9

Feb 26, 2026

1,730Training Time (s)

8

Feb 26, 2026

1,310Training Time (s)

8

Feb 26, 2026

Wikipedia, Reddit, and MOOC Aggregate standard (test)

2.3Average Rank

5

Feb 26, 2026

Reddit standard (test)

0.664AUC

5

Feb 26, 2026

Wikipedia standard (test)

87.3AUC

5

Feb 26, 2026

12,300Training Time (s)

2

Feb 26, 2026

Popular datasets

Reddit Wikipedia DBLP MOOC Tmall

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