Chameleon
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Chameleon (hard)
82.22Trade-off of Unlearning (ToU)
25
Chameleon
1.8Rank
24
Chameleon L=L* (test)
75.07Accuracy
24
Chameleon Undirected (test)
73.6Accuracy
23
CHAMELEON
0.017MAE
22
Chameleon full-supervised
72.52Accuracy
22
CHAMELEON 50 (test)
0.207M
21
Chameleon
21.62NMI
21
Chameleon
0.02Average Runtime (s)
20
Chameleon Heterophilous Dataset (train-val-test)
60.11Accuracy
20
Chameleon
0.484Normalized MAE Loss
20
Chameleon post-proc
73.4AUC
19
Chameleon (original)
85.6AUC
19
Chameleon (OOD)
96.35AUROC
19
CHAMELEON 87 (test)
90.2Fw_beta
19
CHAMELEON 76 images (test)
0.882Sa
19
Chameleon In-domain
57.5Accuracy
18
Chameleon In-the-wild
99.9Real Accuracy
18
Chameleon Dense Filtered
42.06Accuracy
18
Chameleon Poisoned
65.61Accuracy
17
Chameleon
69.14F1 Score
15
Chameleon (test)
0.09Conductance
15
Chameleon original (test)
74.57Accuracy
14
Chameleon
82.18Overall Accuracy
13
Chameleon (test)
96.37AUROC
13