Knowledge Graph Completion on Wikidata transductive 5M (test)
0.358MRRSimKGC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SimKGCMethod Category=text-based, negatives=in-batch + pre-batch + self-negatives (IB+PB+SN)2022.03 | 0.358 | 0.313 | 0.376 | 0.441 | |
| SimKGCMethod Category=text-based, negatives=in-batch + self-negatives (IB+SN)2022.03 | 0.356 | 0.31 | 0.373 | 0.439 | |
| SimKGCMethod Category=text-based, negatives=in-batch + pre-batch (IB+PB)2022.03 | 0.354 | 0.302 | 0.373 | 0.448 | |
| SimKGCMethod Category=text-based, negatives=in-batch (IB)2022.03 | 0.353 | 0.301 | 0.374 | 0.448 | |
| RotatEMethod Category=embedding-based2022.03 | 0.29 | 0.234 | 0.322 | 0.39 | |
| TransEMethod Category=embedding-based2022.03 | 0.253 | 0.17 | 0.311 | 0.392 | |
| KEPLERMethod Category=text-based2022.03 | 0.21 | 0.173 | 0.224 | 0.277 | |
| DKRLMethod Category=text-based2022.03 | 0.16 | 0.12 | 0.181 | 0.229 |