Global document retrieval on PAQ (Recall@5, MAP@5)
95.5Recall@5GeAR_w/oLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GeAR_w/oLLMRetrieval Model Type=Retrained retrieval model2025.01 | 95.5 | 87.7 | |
| GeARRetrieval Model Type=Retrained retrieval model2025.01 | 95.2 | 87.2 | |
| BGE_RTRetrieval Model Type=Retrained retrieval model2025.01 | 90.1 | 80.2 | |
| SBERT_RTRetrieval Model Type=Retrained retrieval model2025.01 | 85.9 | 74.2 | |
| GTERetrieval Model Type=Pre-trained retrieval model2025.01 | 83.6 | 73.6 | |
| ColBERT-QARetrieval Model Type=Pre-trained retrieval model2025.01 | 83.4 | 75.5 | |
| E5Retrieval Model Type=Pre-trained retrieval model2025.01 | 81.6 | 71.6 | |
| SBERTRetrieval Model Type=Pre-trained retrieval model2025.01 | 80.8 | 70.1 | |
| BGERetrieval Model Type=Pre-trained retrieval model2025.01 | 75.2 | 64.7 |