ENZYMES
Benchmarks
TaskDatasetSOTA resultTrendResults
ENZYMES
99.8Accuracy
419
ENZYMES (10-fold cross-validation)
75.1Accuracy
94
ENZYMES (test)
70.17Accuracy
91
Enzymes
0.023Clustering
45
ENZYMES
76.8AUC
33
ENZYMES 1.0 (test)
80AUC
25
ENZYMES Robust instances
559Solved Count
20
ENZYMES Target set
49.1F1 Score
14
Enzymes (IDOT)
0.844C-index
14
Enzymes (IDIT)
0.928C-index
14
ENZYMES
0.751MCC
14
ENZYMES
60FPR95
13
Enzymes
0.811Degree
12
Enzymes Real, 10 ≤ |V| ≤ 125 (test)
0.93Degree
12
ENZYMES MoleculeNet
48.43Accuracy
12
ENZYMES 50-shot
24.5Accuracy
11
ENZYMES Graph Density Shift
40.7F1 Score
10
ENZYMES Robust instances
0.03Time (s)
10
ENZYMES (All instances)
36.33Time (s)
10
ENZYMES 0.3 (test)
1AR*
10
ENZYMES (test)
1AR*
10
Enzymes 40% subgraph
48.11Matching Accuracy
10
Enzymes 50% subgraph
63.43Accuracy
10
Enzymes 20% subgraph
25.39Accuracy
10
Enzymes (30% subgraph)
37.12Accuracy
10