PROTEINS
Benchmarks
TaskDatasetSOTA resultTrendResults
PROTEINS
81.3AUC (%)
11
PROTEINS 50-shot
66.78AUROC
11
PROTEINS 10% label rate
75.76Accuracy
11
PROTEINS Graph Density Shift
58.3F1 Score
10
PROTEINS semi-supervised (test)
65.99F1 Score
10
proteins
79.1Accuracy
10
Proteins
0.01Degree Distribution Error
10
PROTEINS (test)
1AR*
10
Proteins 40% subgraph
38.94Matching Accuracy
10
Proteins-2 subgraph vs subgraph, 90% overlap
69.38Accuracy
10
Proteins subgraph and entire graph 1
0.533Accuracy
10
Proteins 20% subgraph
23.51Accuracy (20% Subgraph)
10
Proteins (30% subgraph)
30.17Accuracy
10
PROTEINS (10-fold CV)
71.3Accuracy
9
PROTEINS full
79.54AUC
9
PROTEINS
0.194Node Feature MSE
9
PROTEINS 50% edge mask (test)
35.5AP
9
PROTEINS 10% edges masked (0.1 Drop)
58.25AP
9
PROTEINS source→target
74Score (P0 -> P1)
9
PROTEINS 5-shot
71.37Accuracy
8
PROTEINS 3-shot
70.49Accuracy
8
PROTEINS 1-shot
66.98Accuracy
8
PROTEINS full d=32
0.1NMI
8
PROTEINS full (d=32)
71.5Accuracy
8
PROTEINS
89.67ASR
8