Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PubMed
72Self-BLEU
8
Pubmed
0.822AUC
8
PubMed
58.16ARUC (Label)
8
Pubmed
48Runtime (s)
8
Pubmed
0.05RApre
8
Pubmed
-0.8Delta RA (%)
8
PubMed
8.57Runtime
8
Pubmed Pair Noise 40%
68.77Accuracy
8
Pubmed Pair Noise 30%
70.07Accuracy
8
Pubmed Pair Noise 10%
75.63Accuracy
8
Pubmed Uniform Noise 40%
72.2Accuracy
8
Pubmed Uniform Noise 30%
70.5Accuracy
8
Pubmed Uniform Noise 10%
74.9Accuracy
8
Pubmed Clean
74.97Accuracy
8
Pubmed
81.2Weighted F1
8
Pubmed high-degree nodes, upper 33%
83.83Accuracy
8
Pubmed low-degree nodes, lower 33%
78.98Accuracy
8
PubMed (train/val/test 10/10/80%)
1,629Memory (MB)
8
Pubmed medium (test)
75.1Accuracy (Clean)
7
PubMed
90.49Accuracy
7
PubMed (PMD)
2.65Marginal Prediction Length
7
PubMed (PMD)
2.12WSC Prediction Length
7
PubMed
79.8Accuracy
7
PubMed (test)
98.67Accuracy
7
Pubmed
0.02ADE
7