Squirrel
Benchmarks
TaskDatasetSOTA resultTrendResults
Squirrel Hnode = 0.22
61.48Accuracy
14
Squirrel original (test)
72.24Accuracy
14
Squirrel
21.27Accuracy
13
Squirrel (LoC)
59.8AUC-PR (Aleatoric)
12
Squirrel Heterophilous (train val test)
61.8Accuracy
12
Squirrel 48/32/20 (test)
0.589Accuracy
11
Squirrel (full-supervised)
59.77Mean Accuracy
11
Squirrel semi-supervised (test)
30.91Mean Accuracy
11
Squirrel (test)
0.75AUROC (aleatoric)
10
Squirrel protocol (random)
35.17Accuracy
10
Squirrel
0.331Accuracy
9
Squirrel
1.436Max GPU Memory (MB)
9
Squirrel Heterophilous nodes
42.42Accuracy
8
Squirrel Homophilous nodes
49.52Accuracy
8
Squirrel tail nodes
47.06Accuracy
8
Squirrel head nodes
35.72Accuracy
8
Squirrel directed clean 95% (test)
39.57Accuracy
8
Squirrel
100PICP
8
Squirrel Heterophilic (10 train val test splits)
49.93Accuracy
8
Squirrel multiscale (ten pre-defined splits)
0.068NMSE
8
Squirrel
98.39AUC
8
Squirrel Directed (test)
74.17Accuracy
8
Squirrel
0.02MPE
7
Squirrel H = .23
32.2Accuracy
7
Squirrel (average over 5 different splits)
33.64Accuracy
7