Coauthor-CS
Benchmarks
TaskDatasetSOTA resultTrendResults
Coauthor-CS (test)
96.21Accuracy
120
Coauthor CS (semi-supervised inductive)
93.74Accuracy
23
Coauthor-CS 5 way 5 shot
94.56Accuracy
20
Coauthor-CS 5 way 3 shot
93.2Accuracy
20
Coauthor-CS 2 way 5 shot
95.34Accuracy
20
Coauthor-CS 2 way 3 shot
94.14Accuracy
20
Coauthor-CS
95.93ROC-AUC
18
Coauthor-CS
94.8Accuracy
15
Coauthor CS 20% Uniform Noise (test)
87.4Accuracy
10
Coauthor CS tail nodes
92.97Accuracy
8
Coauthor CS head nodes
94.08Accuracy
8
Coauthor-CS (split 3)
92.4Accuracy
7
Coauthor-CS (split 2)
92.5Accuracy
7
Coauthor-CS (split 1)
92.7Accuracy
7
Coauthor-CS 2
90.5Macro F1
7
Coauthor CS 20% pair noise (test)
0.072P-Value
1