Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pubmed
100AUC-ROC
29
Pubmed
22.9Misclassification Rate
28
Pubmed
0.12ASR
28
Pubmed
98.1ASR
28
PubMed overlapping subgraph partitioning 10 Clients
88.67Accuracy
28
Pubmed 1-shot
50.7Accuracy
27
PubMed H=0.80
89.98Accuracy
26
PubMed 0.3% labels
80Accuracy
26
PubMed
94.02AUROC
25
PubMed
81.8F1 Score
25
PubMed
76.46AUC
25
Pubmed standard (original)
82.69Accuracy
25
PubMed (test)
73.6Accuracy
25
PubMed 20 labels per class (test)
79.5Accuracy
25
PubMed Real-World
92.5Accuracy
24
Pubmed G (test)
86.43Accuracy
24
PubMed
95.88Accuracy Success Rate (ASR)
24
Pubmed
1.5Rank
24
Pubmed
86.51Clean Accuracy
24
Pubmed 20% Uniform Noise (test)
80.3Accuracy
24
Pubmed 20% pair noise (test)
0.806Accuracy
24
PubMed
98.26AUROC
24
Pubmed
83.4Accuracy
23
PubMed (10-fold)
90.23Accuracy
23
Pubmed
90.92F1 Score
22