Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PUBMED
44.9Hits@20
10
Pubmed Planetoid
80.8Accuracy
10
PubMed
90.42AUC
9
PubMed
6.32Perplexity (PPL)
9
PubMed
77.6Accuracy
9
PubMed
77.5Accuracy
9
PubMed Sci-papers
55.07Accuracy
9
PubMed
0p-value
9
PubMed
90.23F-score
9
Pubmed 2 to 1 (target)
89.2Micro F1
9
Pubmed1 to Pubmed2 (target)
88.73Micro F1
9
PubMed
82.12Overall F1
9
PubMed (Tail)
0.242Micro-F1
9
PubMed Medium
41.14Micro-F1
9
Pubmed
0.542Max GPU Memory (MB)
9
PubMed
84.1Pairwise Preference Rate
8
PubMed
4.14Perplexity
8
PubMed Heterophilous nodes
73.22Accuracy
8
PubMed Homophilous nodes
96.18Accuracy
8
PubMed tail nodes
86.85Accuracy
8
PubMed head nodes
88.14Accuracy
8
Pubmed
65.17Average F1
8
PubMed
84.7Validity
8
PubMed (test)
63.1AUC (PPL)
8
PubMed
0.03FID
8