Passage Ranking on TREC DL 2020 (test)
0.723NDCG@10ColBERT
Evaluation Results
| Method | Links | |
|---|---|---|
| ColBERTRetrieval=BM25, Task=Re-ranking2022.03 | 0.723 | |
| ColBERT-CQRetrieval=uniCOIL, Task=Re-ranking, Quantization=Contextual2022.03 | 0.72 | |
| ColBERT-CQRetrieval=BM25, Task=Re-ranking, Quantization=Contextual2022.03 | 0.716 | |
| ColBERT-PQRetrieval=BM25, Task=Re-ranking, Quantization=Product2022.03 | 0.714 | |
| ColBERTRetrieval=uniCOIL, Task=Re-ranking2022.03 | 0.701 | |
| ColBERT-RQRetrieval=BM25, Task=Re-ranking, Quantization=Residual2022.03 | 0.696 | |
| ColBERT-OPQRetrieval=BM25, Task=Re-ranking, Quantization=Optimized Product2022.03 | 0.688 | |
| TILDEv2Retrieval=BM25, Task=Re-ranking2022.03 | 0.686 | |
| uniCOILRetrieval=Direct2022.03 | 0.675 | |
| ColBERT-LSQRetrieval=BM25, Task=Re-ranking, Quantization=Local Search2022.03 | 0.656 | |
| BERT-baseRetrieval=BM25, Task=Re-ranking2022.03 | 0.655 | |
| BECRRetrieval=BM25, Task=Re-ranking2022.03 | 0.655 | |
| DeepImpactRetrieval=Direct2022.03 | 0.628 | |
| docT5queryRetrieval=Direct2022.03 | 0.597 | |
| BM25Retrieval=Direct2022.03 | 0.453 |