Wiki.CS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Wiki-CS (test)
87.93Accuracy
146
Wiki-CS
66.4Accuracy
96
Wiki-CS 10%/10%/80% split
83.53Accuracy
18
wiki-cs
83.38Accuracy
15
Wiki-CS (test)
65.5Accuracy
14
Wiki-CS
97.74AUC
13
Wiki-CS
94.6LT+ Spread
9
Wiki-CS Heterophilous nodes
57.9Accuracy (%)
8
Wiki-CS Homophilous nodes
94.65Accuracy
8
Wiki-CS tail nodes
79.25Accuracy (Tail Nodes)
8
Wiki-CS head nodes
85.35Accuracy
8
Wiki.CS high-degree nodes, upper 33%
83.49Accuracy
8
Wiki.CS low-degree nodes, lower 33%
0.744Accuracy
8
Wiki CS
0p-value
7
Wiki-CS 5-shot
55.9Accuracy (Feature)
3
Wiki-CS v1 (target)
66.4Accuracy
2