NCI1
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NCI1 TU (unsupervised)
80.7Accuracy
14
NCI1
61.25FPR@95
13
NCI1 10% label rate
75.67Accuracy
11
NCI1 (1% label rate)
65.12Accuracy
11
NCI1 discrete attributes (full)
0.864Accuracy
11
NCI1
79.46Macro F1
9
NCI1 Fair setup
85.4Accuracy
8
NCI1
56.4Accuracy
8
NCI1
0Memorization
7
NCI1 TU (test)
85.7Accuracy
6
NCI1
8.5Error Rate (%)
5
NCI1
477.56Total Runtime (s)
4
NCI1 (test)
74.21Proxy Accuracy (PA)
4
NCI1
0.02Time (ms)
4
NCI1
92.22AUPRC
3
NCI1 (test)
74.19Weighted Precision
3
NCI1
73.66Weighted F1 Score
3
NCI1 (test)
9.61FidD
3
NCI1
0Head Miss
2