Cora
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cora (test)
0.035WDP
6
Cora L/C=60
0.218BS
6
Cora random splits (test)
82.29Accuracy
6
Cora
4.1ECE
5
Cora
8.65FP Rate
5
Cora (1,000 held-out points)
1Spearman Correlation (ρ)
5
Cora-F
99.05AUROC
5
Cora-S
96.43AUROC
5
CocitationCora
51.63Accuracy
5
Cora
81.4Accuracy
5
Cora semi-synthetic
0.335Mean MSE
5
Cora class-imbalanced
78.33Balanced Accuracy
5
Cora
73.47bAcc.
5
Cora
7,241Time
5
Cora
19.46Epochs per Second
5
Cora
46.5Hit@1
5
Cora Structural missingness
94.59AUC
5
Cora Uniform missingness
0.949AUC
5
Cora
3.66Average training time (s)
5
Cora
55.71Acc
5
Cora
61.26Accuracy
5
Cora
97Simul.
5
Cora (test)
0P-Value
5
Cora ML
0.797Accuracy (5% Budget)
5
Cora_ML (test)
0.91Kendall's Tau
5