Entity Classification on MUTAG (test)
85.88AccuracyAutoBLM+
Evaluation results
| Method | Links | |
|---|---|---|
| AutoBLM+2021.07 | 85.88 | |
| CompGCNsource=copied from [24]2021.07 | 85.3 | |
| AutoBLM2021.07 | 85 | |
| WLdescription=Weisfeiler-Lehman kernels2017.03 | 80.88 | |
| Featdescription=hand-designed feature extractor (in- and out-degree per relation)2017.03 | 77.94 | |
| R-GCN2021.07 | 74.12 | |
| R-GCNlayers=2, hidden units=16, decomposition=basis function, optimizer=Adam, epochs=50, learning rate=0.012017.03 | 73.23 | |
| GCN2021.07 | 68.83 | |
| RDF2Vecdescription=Skipgram-based entity embeddings2017.03 | 67.2 |