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Papers Benchmarks Datasets Tasks

Cora dataset and benchmarks – Page 8 · SOTA2 Research

Research Datasets

Cora

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Federated Class-Incremental Learning

Cora

70.42Final Accuracy (FAA)

14

Node Classification

Cora

89.2Accuracy

14

Node Classification

Cora

79.4Accuracy

14

Node Classification

CORA poisoning

6.93Misclassification Rate

14

Node Classification

CORA evasion

6.27Misclassification Rate

14

Link Prediction

Cora

78.3PRC

14

Node Classification

Cora

68.58Micro-F1

14

Node Classification

Cora

90.64ID Accuracy

14

Node Classification

Cora

70Accuracy

14

Anomaly detection

Cora

49.33AUPRC

14

Node classification

Cora

0.929Accuracy

14

Node classification

CoraFull L/C 40 (test)

66.86Accuracy

14

Node classification

CoraFull L/C 20 (test)

65.46Accuracy

14

Node classification

Cora L/C 60 (test)

0.865Accuracy

14

Node classification

Cora L/C 40 (test)

85.63Accuracy

14

Node classification

Cora L/C 20 (test)

84.08Accuracy

14

Node classification

Cora labels=390 (modified)

76.6Accuracy

14

Graph feature imputation

Cora (test)

0.415RMSE

14

Node Classification

Cora transductive (full-supervised)

88.24Accuracy

14

Edge-level link prediction

Cora

59.9MRR

13

Node Classification

Cora semi-supervised Planetoid split modified (20% sample) (test)

52.33Accuracy

13

Node Classification

Cora rho = 10 (test)

78.33Balanced Accuracy

13

Link Prediction

Cora

90.06HR@100

13

Community Detection

Cora

0.986Topsis Score

13

Community Detection

Cora

0.162DBI

13

Page 8 of 19

Popular tasks

Node Classification Link Prediction Community Detection Transductive Node Classification Graph Classification

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