Pubmed
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pubmed standard (test)
80.8Accuracy
22
Pubmed standard (test)
77.72Accuracy
22
PubMed Semi-Synthetic
99.43Accuracy
21
Pubmed 3-shot
91.32Accuracy
21
Pubmed
99.85ASR
21
PubMed Random-regular topology
72.42Accuracy (ACC)
21
PubMed Scale-free topology
72.85Accuracy (ACC)
21
PubMed (test)
78.15Accuracy
21
PubMed
64F1 Score
20
Pubmed
100AUC
20
PubMed
0.02Runtime (s)
20
PubMed
35.42BLEU-1
20
Pubmed
83.96HR@100
20
Pubmed undirected (test)
90.23Accuracy
20
PubMed (test)
77.84Accuracy
20
PubMed dense
85.07Mean Accuracy
20
Pubmed (test)
0.02Accuracy Drop (ΔAcc)
19
PubMed
0.764AUPRC
19
Pubmed v1 (test)
81.02Accuracy
19
Pubmed (test)
99.7AUROC
18
Pubmed Cross-domain
87.41Accuracy
18
PubMed L=L* (test)
87.77Accuracy
18
PubMed
33.86RougeL
18
PubMed Planetoid public
81.2Accuracy
18
pubmed 10%/10%/80% split
90.88Accuracy
18