Retrieval on DW-15K (DBpedia-Wikidata) (test)
99.4Hit@1BERT-INT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BERT-INTaccesses_full_entity_descriptions=true2026.05 | 99.4 | 99.4 | |
| HELEAreranking=true2026.05 | 99.3 | 99.4 | |
| HELEA-Retriever2026.05 | 98.7 | 99.1 | |
| ChatEA2026.05 | 95.5 | 96.1 | |
| SelfKG2026.05 | 92 | 93.1 | |
| UniEAretrained_transductively=true2026.05 | 90.1 | 91.9 | |
| Name-only Bi-encoderDescription=Name-dependent baseline2026.05 | 89.9 | 91.8 | |
| HLMEA2026.05 | 84.2 | 87.7 | |
| String-matchingDescription=Name-dependent baseline2026.05 | 82.5 | 82.6 |