PROTEINS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PROTEINS
90.3Accuracy
1,383
PROTEINS (test)
84.91Accuracy
227
PROTEINS (10-fold cross-validation)
83.88Accuracy
223
PROTEINS
1.8Classification Error Rate
72
100 Proteins
32Median Percent Lift (Avg Top-10)
45
PROTEINS TUDataset
90.3Accuracy
44
PROTEINS
79.46F1 Score
35
PROTEINS → DD Feature Shift
62.4Accuracy
28
PROTEINS
62.1Attack F1
25
PROTEINS
97.1AUC
24
PROTEINS (10-fold cross-validation)
80.22Accuracy
21
PROTEINS 1.0 (test)
0.89AUC
17
PROTEINS size shift (test)
0.4MCC
17
PROTEINS Cross-domain
89.16Accuracy
16
PROTEINS non-IID (test)
5.12Average Gain
16
PROTEINS (test)
4.45Average Gain
16
PROTEINS Target set
56.4F1 Score
14
PROTEINS TU (unsupervised)
76.2Accuracy
14
PROTEINS
0.59MCC
14
PROTEINS TU (test)
75.5Accuracy
14
PROTEINS
85.08AUPRC
13
Proteins
77.8Certified Accuracy
12
PROTEINS
86Watermark Accuracy
12
100 Proteins Min Top-3 endpoint
13MLT (Target PIC 7.0)
11
100 Proteins Average Top-10 endpoint
21MLT Score (PIC 7.0)
11