Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pubmed-S
97.25AUROC
5
PubMed
79.5Accuracy
5
pubmed 10% nodes (test)
62Micro F1
5
Pubmed
82Label Quality
5
PubMed citation network
81.3Accuracy (ACC)
5
PubMed class-imbalanced
75.35bAcc.
5
PubMed
77.11Balanced Accuracy (bAcc)
5
PubMed
2.82Epochs per Second
5
PubMed Structural missingness
0.972AUC
5
PubMed Uniform missingness
0.975AUC
5
PubMed (test)
2.911Training Time (s)
5
pubmed concept_degree (test)
0.869Accuracy
5
PubMed
0.06M Metric
5
Pubmed
75.9Accuracy
5
Pubmed
85.2Accuracy
5
Pubmed
69.3ROC AUC
5
Pubmed
0.871ROC-AUC
5
PubMed (test)
24.9ROUGE-2
5
PubMed (test)
0.9Kendall's Tau
5
PubMed 133k samples (test)
45.49ROUGE-1
5
Pubmed G (test)
97.68Accuracy
4
PubMed (val)
75.87Macro F1
4
PubMed 100 samples
0SDE
4
PubMed
95.59AUC
4
PubMed
94Wmk Alignment
4