Types of cancer | AUC | AUPRC |
---|---|---|
LUAD | ||
MOGONET | 0.8960 ± 0.0016 | 0.6106 ± 0.0074 |
Multi-omics fusion | 0.8904 ± 0.0007 | 0.6221 ± 0.0039 |
RGCN | 0.8720 ± 0.0017 | 0.4419 ± 0.0095 |
GCN | 0.8042 ± 0.0014 | 0.4187 ± 0.0065 |
GAT | 0.8180 ± 0.0018 | 0.3398 ± 0.0055 |
EMOGI | 0.8709 ± 0.0019 | 0.5591 ± 0.0105 |
MTGCN | 0.9019 ± 0.0012 | 0.6279 ± 0.0099 |
MRNGCN | 0.9427 ± 0.0011 | 0.6287 ± 0.0117 |
BRCA | ||
MOGONET | 0.8944 ± 0.0008 | 0.6350 ± 0.0032 |
Multi-omics fusion | 0.9050 ± 0.0006 | 0.6714 ± 0.0030 |
RGCN | 0.8557 ± 0.0029 | 0.3983 ± 0.0148 |
GCN | 0.8813 ± 0.0009 | 0.5866 ± 0.0058 |
GAT | 0.8673 ± 0.0044 | 0.4387 ± 0.0136 |
EMOGI | 0.8989 ± 0.0007 | 0.6482 ± 0.0045 |
MTGCN | 0.9061 ± 0.0006 | 0.6583 ± 0.0040 |
MRNGCN | 0.9120 ± 0.0008 | 0.6920 ± 0.0041 |
BLCA | ||
MOGONET | 0.9368 ± 0.0005 | 0.5884 ± 0.0111 |
Multi-omics fusion | 0.9482 ± 0.0008 | 0.6539 ± 0.0153 |
RGCN | 0.8420 ± 0.0023 | 0.4404 ± 0.0095 |
GCN | 0.8712 ± 0.0013 | 0.3191 ± 0.0091 |
GAT | 0.8929 ± 0.0007 | 0.2892 ± 0.0068 |
EMOGI | 0.9359 ± 0.0005 | 0.5485 ± 0.0101 |
MTGCN | 0.9495 ± 0.0005 | 0.6568 ± 0.0077 |
MRNGCN | 0.9544 ± 0.0005 | 0.7248 ± 0.0052 |
LIHC | ||
MOGONET | 0.8739 ± 0.0023 | 0.4306 ± 0.0198 |
Multi-omics fusion | 0.8900 ± 0.0017 | 0.5220 ± 0.0082 |
RGCN | 0.8648 ± 0.0024 | 0.5016 ± 0.0133 |
GCN | 0.8098 ± 0.0019 | 0.3017 ± 0.0090 |
GAT | 0.8472 ± 0.0014 | 0.2340 ± 0.0042 |
EMOGI | 0.8753 ± 0.0023 | 0.3845 ± 0.0193 |
MTGCN | 0.8937 ± 0.0016 | 0.4645 ± 0.0195 |
MRNGCN | 0.9109 ± 0.0012 | 0.5468 ± 0.0149 |