Global document retrieval on RIR (Recall@5, MAP@5)
96.4Recall@5GeAR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GeARRetrieval Model Type=Retrained retrieval model2025.01 | 96.4 | 91 | |
| GeAR_w/oLLMRetrieval Model Type=Retrained retrieval model2025.01 | 96.3 | 90.7 | |
| BGE_RTRetrieval Model Type=Retrained retrieval model2025.01 | 95.3 | 88.1 | |
| SBERT_RTRetrieval Model Type=Retrained retrieval model2025.01 | 73.9 | 63.1 | |
| GTERetrieval Model Type=Pre-trained retrieval model2025.01 | 52.8 | 43.5 | |
| E5Retrieval Model Type=Pre-trained retrieval model2025.01 | 48.4 | 39.6 | |
| BGERetrieval Model Type=Pre-trained retrieval model2025.01 | 45.1 | 36.7 | |
| SBERTRetrieval Model Type=Pre-trained retrieval model2025.01 | 37.6 | 29.7 |