Cora
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Cora
2Runtime (s)
8
Cora Structural missing features (test)
77.44Accuracy
8
Cora Uniform missing features (test)
79.62Accuracy
8
Cora
5.28RApre (%)
8
Cora
-0.62Delta RA (%)
8
Cora
4.7Runtime
8
Cora Uniform Missing (test)
82.72Accuracy
8
Cora
85.1Weighted F1
8
Cora high-degree nodes, upper 33%
88.02Accuracy
8
Cora low-degree nodes, lower 33%
78.08Accuracy
8
Cora (train val test 10 10 80%)
1,475Memory (MB)
8
Cora fully-supervised (test)
0.902Accuracy
8
Cora
89.9AUC
7
Cora
52.85HRScore
7
Cora ML CRA
0.98Marginal Prediction Length
7
Cora H = .85
83.5Accuracy
7
Cora-A
72.6Accuracy (ACC)
7
Cora-C
72Accuracy (ACC)
7
Cora (test)
89.04Accuracy
7
Cora delta=11 (test)
78.48F1 Score
7
Cora
0.26ADE
7
Cora HOMO. (10%/10%/80%)
74.92Accuracy
7
Cora HOMO. (50%/25%/25%)
82.39Accuracy
7
Cora Pair noise (20%) (test)
79.4Accuracy
7
Cora ML
0p-value
7