CS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CS
88.85AUROC
12
CS
10.14Brier Score
12
CS
1.06KDE-ECE
12
CS
2,128NLL (x10^-2)
12
CS
0.81ECE
12
CS
0.81ECE
12
CS (Metis splitting)
89.3Accuracy
11
CS (Louvain splitting)
88.4Accuracy
11
CS 30% noise
77.7Accuracy
11
CS 15% noise
91.33Accuracy
11
CS 0% noise
97.29Accuracy
11
CS
64.5CA
11
CS
0.073ARI
11
CS 1-shot (test)
68.33Accuracy
11
CS (test)
96.21AP
11
CS
76.4Hits@50
11
CS
37.45F1 Score
9
CS gamma = 0.1
21.12PSNR
9
CS
90Coverage
9
CS
89.4NDCG
9
CS
0.473NDCG
9
CS
40.3NDCG
9
CS
71.8NDCG
9
CS Heterophilous nodes
85.96Accuracy
8
CS Homophilous nodes
99.37Accuracy
8