Entity Classification on AIFB (test)
96.66AccuracyAutoBLM+
Evaluation results
| Method | Links | |
|---|---|---|
| AutoBLM+2021.07 | 96.66 | |
| R-GCNlayers=2, hidden units=16, decomposition=basis function, optimizer=Adam, epochs=50, learning rate=0.012017.03 | 95.83 | |
| AutoBLM2021.07 | 95.55 | |
| R-GCN2021.07 | 92.78 | |
| CompGCNsource=copied from [24]2021.07 | 90.6 | |
| RDF2Vecdescription=Skipgram-based entity embeddings2017.03 | 88.88 | |
| GCN2021.07 | 86.67 | |
| WLdescription=Weisfeiler-Lehman kernels2017.03 | 80.55 | |
| Featdescription=hand-designed feature extractor (in- and out-degree per relation)2017.03 | 55.55 |