Knowledge Graph Completion on Wikidata inductive 5M (test)
71.4MRRSimKGC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SimKGCMethod Category=text-based, negatives=in-batch + pre-batch + self-negatives (IB+PB+SN)2022.03 | 71.4 | 60.9 | 78.5 | 91.7 | |
| SimKGCMethod Category=text-based, negatives=in-batch + self-negatives (IB+SN)2022.03 | 71.3 | 60.7 | 78.7 | 91.3 | |
| SimKGCMethod Category=text-based, negatives=in-batch (IB)2022.03 | 60.3 | 39.5 | 77.8 | 92.3 | |
| SimKGCMethod Category=text-based, negatives=in-batch + pre-batch (IB+PB)2022.03 | 60.2 | 39.4 | 77.7 | 92.4 | |
| BLP-SimplEMethod Category=text-based2022.03 | 49.3 | 28.9 | 63.9 | 86.6 | |
| BLP-ComplExMethod Category=text-based2022.03 | 48.9 | 26.2 | 66.4 | 87.7 | |
| KEPLERMethod Category=text-based2022.03 | 40.2 | 22.2 | 51.4 | 73 | |
| DKRLMethod Category=text-based2022.03 | 23.1 | 5.9 | 32 | 54.6 |