Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PubMed
0.753AUC
4
Pubmed Scientific Papers (val)
19.78Perplexity
4
PubMed Body
14.806Recall@5
4
PubMed Abstract
10.593Recall@5
4
PubMed
3Avg Model Evaluations
4
pubmed (val)
75F1 Score
4
pubmed (train)
91F1 Score
4
PubMed Hard to Unlearn
80.2Time of Unlearning
4
PubMed Random
97.3Time of Unlearning
4
PubMed Easy to Unlearn
97.7Time of Unlearning
4
PubMed 150 subgraphs total (30 sampled)
14.33F1-Macro
4
PubMed (test)
90Coverage
4
PubMed
0.95Coverage
4
PubMed (test)
0.004Querying Time (s)
4
PubMed (test)
0.004Querying Time (s)
4
PubMed trunc (test)
45.12ROUGE-1 Score
4
PubMed
48.25ROUGE-1
4
PubMed Balanced largest connected component (LCC)
78.7Accuracy
4
Pubmed FastGCN Inductive 32
88Accuracy
4
Pubmed with features
97.7AP
4
PubMed (3-fold)
89.07Accuracy
4
PubMed (test)
15,912Solution Size
4
PubMed
6.45BERTScore F1
3
PubMed
6.22GED
3
Pubmed v2 (test)
78.56Accuracy (Mean)
3