Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pubmed
21.57C Metric
11
PubMed semi-supervised (test)
85.07Mean Accuracy
11
PubMed (test)
48.31ROUGE-1 (R-1)
11
PubMed-Long
50.26ROUGE-1
11
Pubmed Planetoid (70%-10%-20% train-val-test)
0.801Hits@100
11
Pubmed
89.03Accuracy
11
Pubmed (Evolving)
76.74Accuracy
10
Pubmed Non-Evolving
80.24Accuracy
10
Pubmed
0.02Average Runtime (s)
10
PubMed
36.5NMI
10
PubMed
70.1Neighbor Recall
10
Pubmed (OOD2)
92.8Accuracy (Pubmed OOD2)
10
Pubmed (OOD1)
95.05Accuracy
10
PubMed 3% labeling ratio
66.3Accuracy
10
PubMed 2% labeling ratio
63.2Accuracy
10
PubMed
0.54Mean Embedding Similarity
10
PubMed
67.76Micro-F1
10
PubMed
90.1LT+
10
Pubmed GLBench (supervised)
75.61Accuracy
10
Pubmed LLM-embedded (test)
85.05Accuracy
10
Pubmed rich-text graph (test)
84.3Accuracy
10
PubMed
0.86BERTScore
10
PubMed (public)
82.8Micro-F1
10
PubMed NC
47.79Macro F1 Score
10
PubMed
0.9Kendall's tau
10