Global Document Retrieval on NQ (Recall@5, MAP@5)
0.767Recall@5GTE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GTERetrieval Model Type=Pre-trained retrieval model2025.01 | 0.767 | 0.587 | |
| GeARRetrieval Model Type=Retrained retrieval model2025.01 | 0.762 | 0.574 | |
| E5Retrieval Model Type=Pre-trained retrieval model2025.01 | 0.76 | 0.581 | |
| GeAR_w/oLLMRetrieval Model Type=Retrained retrieval model2025.01 | 0.755 | 0.565 | |
| SBERTRetrieval Model Type=Pre-trained retrieval model2025.01 | 0.754 | 0.576 | |
| BGE_RTRetrieval Model Type=Retrained retrieval model2025.01 | 0.751 | 0.553 | |
| SBERT_RTRetrieval Model Type=Retrained retrieval model2025.01 | 0.739 | 0.55 | |
| ColBERT-QARetrieval Model Type=Pre-trained retrieval model2025.01 | 0.713 | 0.542 | |
| BGERetrieval Model Type=Pre-trained retrieval model2025.01 | 0.674 | 0.502 |