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OGBG-MOLHIV

Benchmarks

Task NameDataset NameSOTA ResultTrend
Graph ClassificationOGBG-MOLHIV v1 (test)
ROC-AUC0.8039
88
Graph property predictionogbg-molhiv (test)
ROC-AUC84.9
61
Graph Classificationogbg-molhiv
ROC-AUC0.8094
39
Graph Classificationogbg-molhiv (val)
AUC86.58
25
Small molecule classificationogbg-molhiv (test)
ROC-AUC79.7
19
Graph-level Classificationogbg-molhiv (test)
AUROC80.6
17
Graph Classificationogbg-molhiv H3→H2
AUC67.6
15
Graph Classificationogbg-molhiv H3→H1
AUC65.9
15
Graph Classificationogbg-molhiv H3→H0
AUC62.1
15
Graph Classificationogbg-molhiv H2→H3
AUC0.709
15
Graph Classificationogbg-molhiv H2→H1
AUC0.678
15
Graph Classificationogbg-molhiv H2→H0
AUC0.627
15
Graph Classificationogbg-molhiv H1→H3
AUC0.692
15
Graph Classificationogbg-molhiv H1→H2
AUC65.7
15
Graph Classificationogbg-molhiv H1→H0
AUC65.5
15
Graph Classificationogbg-molhiv H0→H3
AUC (%)64.7
15
Graph Classificationogbg-molhiv H0→H2
AUC0.645
15
Graph Classificationogbg-molhiv H0→H1
AUC64.7
15
Graph Classificationogbg-molhiv node density shift (test)
Performance (H0 -> H1)0.646
15
Graph ClassificationOGBG-MOLHIV (test)
Accuracy77.75
13
Graph Classificationogbg-molhiv v1.0 (test)
AUROC0.8094
10
Binary Classificationogbg-molhiv half (test)
AUROC74.02
8
Binary Classificationogbg-molhiv half (val)
AUROC78.48
8
Binary Classificationogbg-molhiv full (val)
AUROC84.89
8
Graph classificationogbg-molhiv 1.1 (test)
ROC-AUC80.94
8
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