CS
Benchmarks
TaskDatasetSOTA resultTrendResults
CS
96.51Accuracy
175
CS
96.8Accuracy
61
CS ρ ≈ 41.0 (random)
88.94Balanced Accuracy
54
CS
834.4Average Communities
54
CS
98.53AUROC
38
CS
90.23Overall F1
34
CS
97.29Accuracy
33
CS (test)
65.8AUPRC
31
CS semi-supervised
93.24Accuracy
30
CS
99.62AUROC
25
CS-positive
45.7mAP
25
CS
91.78Sentence-level F1
21
CS
0.02Average Unlearning Runtime (s)
20
CS In-domain
93.45Accuracy
18
CS
77.3NMI
18
CS Standard (test)
91.23Accuracy
18
CS Homophilic (10 train val test splits)
95.24Accuracy
16
CS
98.81AUC
16
CS
70.46AUPRC
15
CS 1.6
66.7Accuracy
15
CS 1.6
79.7Accuracy
15
CS (test)
95.03Accuracy
15
CS
74.83F1 Score
14
CS
0.026Energy
13
CS
63AUROC
12