Gene-Disease Association Prediction on DisGeNET curated GDAs benchmark Graph 5 (test)
0.95ROC-AUCGLaDiGAtor
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GLaDiGAtor2026.02 | 0.95 | 0.956 | |
| HOGCN2026.02 | 0.936 | 0.941 | |
| ResMGCN2026.02 | 0.925 | 0.935 | |
| MixHop2026.02 | 0.916 | 0.912 | |
| SkipGNN2026.02 | 0.912 | 0.915 | |
| struc2vec2026.02 | 0.909 | 0.91 | |
| GCN2026.02 | 0.906 | 0.909 | |
| GIN2026.02 | 0.9 | 0.916 | |
| JK-Net2026.02 | 0.898 | 0.891 | |
| VGAE2026.02 | 0.873 | 0.902 | |
| SC2026.02 | 0.863 | 0.905 | |
| node2vec2026.02 | 0.834 | 0.828 | |
| L32026.02 | 0.832 | 0.899 | |
| DeepWalk2026.02 | 0.832 | 0.827 |