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Node Classification Explanation research benchmarks · SOTA2 Research

Node Classification Explanation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

93.25IoU

32

Jun 23, 2026

92.94IoU

32

Jun 23, 2026

TREE-GRID synthetic (test)

97.4Accuracy

5

Feb 26, 2026

BA-SHAPES synthetic (test)

97.3Accuracy

5

Feb 26, 2026

BA-COMMUNITY synthetic (test)

92.6Accuracy

4

Feb 26, 2026

3.33Understandability

2

Mar 24, 2026

3.2Understandability

2

Mar 24, 2026

Popular datasets

BA-SHAPES TREE-GRID Cora BA-COMMUNITY Amazon-Product

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