DBLP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DBLP (test)
80.81NMI
17
DBLP
45.6F1 Score
16
DBLP CA
91.9Accuracy
16
DBLP (test)
83.48Accuracy
15
DBLP HGB
95.06Macro F1
15
DBLP
94.8Accuracy
15
DBLP HOMO (test)
91.26Mean Accuracy
15
DBLP HET (test)
86.17Mean Accuracy
15
DBLP
98.55AUC
15
DBLP 20% edges (test)
90.1AUC
15
DBLP Structure Manipulation
71.97AUROC
14
DBLP Feature Interpolation
99.26AUROC
14
DBLP Label Leave-out
96.08AUROC
14
DBLP
72.94Mean Accuracy
14
DBLP (train)
85.34Macro-F1
14
DBLP
0.2Time (s)
14
DBLP
4.62Precision@100
14
DBLP inductive (test)
59.83Accuracy
13
DBLP* multi-label (test)
80.58Micro-F1
13
DBLP
100IRBO
13
DBLP (test)
0.254NMI
13
DBLP (6:2:2)
86.5Macro F1 Score
12
DBLP community c3
93.69Accuracy
12
DBLP community c2
93.62Accuracy
12
DBLP community c1
93.35Accuracy
12