Document Ranking on MS MARCO Document v1 (dev)
41MRR@100ColBERT
Evaluation results
| Method | Links | |
|---|---|---|
| ColBERTRetrieval mode=Re-ranking, First-stage Retrieval=BM252022.03 | 41 | |
| ColBERT-CQRetrieval mode=Quantized Re-ranking, First-stage Retrieval=BM25, Quantization method=CQ2022.03 | 40.5 | |
| ColBERT-OPQRetrieval mode=Quantized Re-ranking, First-stage Retrieval=BM25, Quantization method=OPQ2022.03 | 40.4 | |
| JPQRetrieval mode=First-stage2022.03 | 40.1 | |
| ColBERT-PQRetrieval mode=Quantized Re-ranking, First-stage Retrieval=BM25, Quantization method=PQ2022.03 | 40 | |
| BERT-baseRetrieval mode=Re-ranking, First-stage Retrieval=BM252022.03 | 39.3 | |
| TCT-ColBERT(v2)Retrieval mode=First-stage2022.03 | 35.1 | |
| uniCOILRetrieval mode=First-stage2022.03 | 34.3 | |
| DeepCTRetrieval mode=First-stage2022.03 | 32 | |
| docT5queryRetrieval mode=First-stage2022.03 | 28.9 | |
| BM25Retrieval mode=First-stage2022.03 | 20.3 |