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Papers Benchmarks Datasets Tasks

Cora dataset and benchmarks – Page 5 · SOTA2 Research

Research Datasets

Cora

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Cora 20 labels per class (test)

80.9Accuracy

25

Graph Alignment

Cora

88.62Matching Accuracy

24

Node Classification

Cora Real-World

86.33Accuracy

24

Node Classification

Cora L=L* (test)

85.26Accuracy

24

Node Classification

Cora

0.09Attack Success Rate

24

Node Classification

Cora

82.49Accuracy

24

Node Classification

Cora

84.3Accuracy

24

Node Classification

Cora

2.03ECE

24

Node Classification

Cora standard (fixed split)

83.5Accuracy

24

Graph Classification

CORA (test)

81.72Accuracy

23

Node Classification

Cora (5.2% public)

83.6Accuracy

23

Node Classification

Cora

0.884F1 Score

22

Privacy Parameter Estimation

Cora 50% nodes sampled (train)

2.4p5 Estimate

22

Graph Reconstruction

Cora

81.1Edge F1

22

Node Classification

Cora 5% label rate

83.4Accuracy

22

Node Classification

Cora 4% label rate

82.5Accuracy

22

Node Classification

Cora Semi-Synthetic

99.6Accuracy

21

Graph Coarsening

Cora

0.01Running Time (s)

21

Node Classification

Cora

100ASR

21

Node Classification

Cora (OOD)

98.85Accuracy

21

Node Classification

Cora 2 way 5 shot

86.02Accuracy (%)

20

Node Classification

Cora 2 way 3 shot

82.72Accuracy (%)

20

Node Classification

Cora 2 way 1 shot

76.11Accuracy

20

Node Classification

CoraFull 10 way 3 shot

70.73Accuracy

20

Node classification

Cora

83.8Accuracy

20

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Popular tasks

Node Classification Link Prediction Community Detection Transductive Node Classification Graph Classification

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