Classification on DisGeNet (test)
69.55Micro F1SHINE
Evaluation Results
| Method | Links | |
|---|---|---|
| SHINEFeature=gene+pathway2022.10 | 69.55 | |
| HGNNFeature=gene+pathway2022.10 | 68.09 | |
| HyperGCNFeature=gene+pathway2022.10 | 66.38 | |
| PRSFeature=gene+pathway2022.10 | 65.12 | |
| HyperGATFeature=gene+pathway2022.10 | 64.95 | |
| XGBoostFeature=gene+pathway2022.10 | 64.86 | |
| XGBoostFeature=pathway2022.10 | 64.67 | |
| PRSFeature=pathway2022.10 | 64.61 | |
| AllSetTransformerFeature=gene+pathway2022.10 | 63.55 | |
| MLPFeature=gene+pathway2022.10 | 63.31 | |
| AllDeepSetsFeature=gene+pathway2022.10 | 63.09 | |
| PRSFeature=gene2022.10 | 63.03 | |
| XGBoostFeature=gene2022.10 | 62.59 | |
| NMFFeature=gene2022.10 | 61.67 | |
| SubGNN (bipartite)Feature=gene+pathway2022.10 | 61.37 | |
| NMFFeature=pathway2022.10 | 58.67 | |
| NMFFeature=gene+pathway2022.10 | 58.47 |