Chemical-gene interaction prediction on Chemical-gene interaction dataset (test)
91.83Macro AUROCSGAN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SGANutilizes_directed_signed_edge_information=true, role=reference model2024.07 | 91.83 | 91.63 | 92.47 | 93.42 | 100 | |
| PAMRgraph_setting=multi-relational heterogeneous graph2024.07 | 87.9 | 83.78 | 82.95 | 77.99 | 65.9 | |
| BioNetgraph_setting=multi-relational heterogeneous graph2024.07 | 74.43 | 74.66 | 71.76 | 71.17 | 42.25 | |
| RGCNgraph_setting=multi-relational heterogeneous graph2024.07 | 66.44 | 70.58 | 62.1 | 66.33 | 57.5 | |
| TransEgraph_setting=multi-relational heterogeneous graph2024.07 | 62.23 | 66.65 | 61.98 | 66.38 | 70.01 | |
| GraphSAGEgraph_setting=multi-relational heterogeneous graph2024.07 | 55.15 | 49.85 | 52.18 | 47.39 | 75.23 |