Chameleon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Chameleon
27.46Accuracy
13
CHAMELEON 24 (test)
88.8S-measure (Sa)
13
Chameleon
50.5PSNR
12
Chameleon
92.9AP
12
Chameleon (LoC)
45.3AUC-PR (Aleatoric)
12
Chameleon
94.7Accuracy (Reddit)
12
Chameleon heterophilic (test)
67.33Accuracy
12
Chameleon
86Accuracy
11
Chameleon
92.2Balanced Acc
11
Chameleon semi-supervised (test)
41.22Mean Accuracy
11
Chameleon (Full)
62.83Overall Accuracy
10
Chameleon SD v1.4
61.8Overall Accuracy
10
Chameleon (test)
76.29AUROC (aleatoric)
10
Chameleon dense
67.48Mean Accuracy
10
Chameleon 41 (test)
100Real Accuracy
9
CHAMELEON
78.05mIoU (box)
9
Chameleon
0.201Max GPU Memory (MB)
9
Chameleon Heterophilous nodes
37.9Accuracy
8
Chameleon Homophilous nodes
47.89Accuracy
8
Chameleon tail nodes
38.29Accuracy
8
Chameleon head nodes
38.85Accuracy
8
Chameleon directed clean 95% (test)
39.6Accuracy
8
Chameleon
100PICP
8
Chameleon 20% (train/val)
37.3Accuracy
8
Chameleon 5% (train val)
33.3Accuracy
8