ACM
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ACM Metattack (20% test)
89.78Accuracy
13
ACM community c3
95.69Accuracy
12
ACM community c2
95.62Accuracy
12
ACM (community c1)
95.35Accuracy
12
ACM
91.04AUC
11
ACM (test)
85.44Balanced Accuracy
11
ACM (train)
0.94Micro-F1
11
ACM
94.1Accuracy
10
ACM
90.56Accuracy
10
ACM 2
78Macro F1
10
ACM
1.89Training Time (s)
9
ACM HGB
94.31Macro-F1
8
ACM 20% (train val)
67Accuracy
8
ACM 5% (train val)
53.4Accuracy
8
ACM (test)
57.94NMI
8
ACM-5
0.79ARI
8
ACM-3
81.66ARI
8
ACM
98.34AUC
8
ACM2
95.1AUC
6
ACM
48Runtime (seconds)
6
ACM
0Pre-training Time (s)
5
ACM
7,653Training Time per Epoch (ms)
5
ACM
44.6Performance Score
4
ACM 10% (train val)
60.3Accuracy
4
ACM
29.7Performance Score
3