Chameleon
Benchmarks
TaskDatasetSOTA resultTrendResults
Chameleon
87.22Accuracy
936
Chameleon (test)
80.17Mean Accuracy
425
CHAMELEON
93.3S-measure (S_alpha)
207
Chameleon
93.07Accuracy
136
Chameleon (test)
95.64Accuracy
109
Chameleon (60%/20%/20% random)
76.08Accuracy
72
CHAMELEON (test)
0.963E-phi Score
67
Chameleon h=0.23 (test)
72.13Mean Accuracy
56
CHAMELEON vanilla (test)
0.13Miss-classification Rate (Δ=1)
50
Chameleon (48/32/20)
79.6Mean Accuracy
49
Chameleon
73Accuracy
46
CHAMELEON 76 (test)
0.941Sm
44
Chameleon (filtered splits)
44.9Accuracy
43
CHAMELEON FILTERED (test)
45.5Accuracy
42
Chameleon (fixed)
68.42Accuracy
42
Chameleon
80AUC
36
Chameleon
84.7Accuracy
36
Chameleon
99.9B.Acc
35
CHAMELEON
1Average Rank
34
Chameleon Standard (test)
72.66Accuracy
33
Chameleon (10 different splits)
71.38Accuracy
30
CHAMELEON
0.27Misclassification Rate
28
CHAMELEON
89.5Fw_beta
28
CHAMELEON (76)
92.3Sm Score
26
Chameleon dense original
79.84Accuracy
26