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Papers Benchmarks Datasets Tasks

few-shot node classification research benchmarks · SOTA2 Research

few-shot node classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.97Accuracy

68

May 1, 2026

86.63Accuracy

68

May 1, 2026

Citeseer 5-shot

77.32Accuracy

34

Jun 11, 2026

Fold-PPI multiple-graph, Disjoint Graph, Disjoint Label (test)

54.7Accuracy

5

Feb 26, 2026

Fold-PPI multiple-graph, Disjoint Graph, Shared Label (test)

61.3Accuracy

5

Feb 26, 2026

Fold-PPI multiple-graph, Shared Graph, Shared Label (test)

53.3Accuracy

5

Feb 26, 2026

Tissue-PPI multiple-graph Disjoint Graph Disjoint Label (test)

60.3Accuracy

5

Feb 26, 2026

Tissue-PPI multiple-graph Disjoint Graph Shared Label (test)

73.1Accuracy

5

Feb 26, 2026

Tissue-PPI multiple-graph, Shared Graph, Shared Label (test)

69.7Accuracy

5

Feb 26, 2026

Popular datasets

Tissue-PPI Fold-PPI Cora Citeseer Coauther

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