Actor
Benchmarks
TaskDatasetSOTA resultTrendResults
Actor
77.83Accuracy
598
Actor (test)
0.418Mean Accuracy
339
Actor L=2 (test)
38.58Accuracy
65
Actor (48/32/20)
37.99Mean Accuracy
50
Actor (60%/20%/20% random splits)
42.08Accuracy
34
ACTOR 1.0 (test)
37.69Accuracy
28
Actor L=L* (test)
26.45Accuracy
24
Actor (random splits)
37.9Accuracy
24
Actor heterophilic (test)
38Accuracy
22
Actor Poisoned
39.19Accuracy
17
Actor (10 different splits)
41.68Accuracy
16
Actor homophily: 0.22 (test)
44.48Accuracy
14
Actor original (test)
37.43Accuracy
14
Actor
86.81AUC
13
Actor (test)
74.75Accuracy
11
Actor full-supervised
40.62Accuracy
10
Actor semi-supervised (test)
30.33Mean Accuracy
10
Actor (dense)
39.3Accuracy
10
Actor (fixed)
36.1Accuracy
9
Actor 5-shot
45.09Accuracy
8
Actor 3-shot
43.59Accuracy
8
Actor Heterophilous nodes
31.66Accuracy
8
Actor Homophilous nodes
39.47Accuracy
8
Actor tail nodes
34.47Accuracy
8
Actor head nodes
34.27Accuracy
8