Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pubmed L/C 20 (test)
81.17Accuracy
14
PUBMED inductive setting (test)
85.84Accuracy
14
PubMed
49.48ROUGE-1
13
PubMed rho = 10 (test)
75.35Balanced Accuracy
13
PUBMED
100Macro F1
13
Pubmed
0.937Topsis Score
13
PubMed standard (test)
80.82Accuracy
13
PubMed non-overlapping (20 clients)
87.37Accuracy
13
PubMed v1 (test)
66.53ACC
13
PubMed
0.015Training Time per Epoch (s)
13
PubMed node clustering coefficient shift
64.7F1 Score
12
PubMed (test)
84.1kNN Accuracy
12
PubMed
71.4Spearman Correlation
12
PubMed
35.9Top-10 2-hop Recall
12
PubMed (random)
83.6Accuracy
12
Pubmed c3 (community)
96.57Accuracy
12
Pubmed c2 (community)
97.04Accuracy
12
Pubmed c1 (community)
96.69Accuracy
12
Pubmed 70% edge reduction level
82.91Accuracy
12
PubMed (LoC)
57.2AUC-PR (Aleatoric)
12
PubMed rho=100 (test)
77.11Balanced Accuracy
12
PubMed synthetic data
87.32Accuracy
12
PubMed synthetic data
75.48Accuracy
12
PubMed synthetic data
67.24Accuracy
12
PubMed (non-IID)
87.39Macro F1
12