Information Retrieval on DBPedia-entity (test)
44.6NDCG@10ColBERTv2
Evaluation Results
| Method | Links | |
|---|---|---|
| ColBERTv2Retriever Type=Dense Retriever2024.11 | 44.6 | |
| SPLADE++-SelfDistilRetriever Type=Sparse Retriever2024.11 | 43.5 | |
| SPLADE-v3-DistilRetriever Type=Sparse Retriever2024.11 | 42.6 | |
| ContrieverRetriever Type=Dense Retriever2024.11 | 41.3 | |
| Our ModelRetriever Type=Inference-free Sparse Retriever2024.11 | 40.5 | |
| TAS-BRetriever Type=Dense Retriever2024.11 | 38.4 | |
| SPLADE-v3-DocRetriever Type=Inference-free Sparse Retriever2024.11 | 36.1 | |
| SPLADE-doc-distillRetriever Type=Inference-free Sparse Retriever2024.11 | 35.9 | |
| BM25Retriever Type=Inference-free Sparse Retriever2024.11 | 28.7 |