Local Information Retrieval on PAQ (Recall@1, MAP@1)
0.884Recall@1GeAR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GeARModel Type=Reranker model2025.01 | 0.884 | 0.965 | |
| BGE-Reranker-LModel Type=Reranker model2025.01 | 0.704 | 0.778 | |
| BGE-Reranker-BModel Type=Reranker model2025.01 | 0.69 | 0.762 | |
| GeAR_w/o_LLMModel Type=Reranker model2025.01 | 0.649 | 0.72 | |
| E5Model Type=Pre-trained retrieval model2025.01 | 0.573 | 0.64 | |
| BGEModel Type=Pre-trained retrieval model2025.01 | 0.565 | 0.63 | |
| GTEModel Type=Pre-trained retrieval model2025.01 | 0.525 | 0.59 | |
| SBERTModel Type=Pre-trained retrieval model2025.01 | 0.498 | 0.561 | |
| BGE_RTModel Type=Retrained retrieval model2025.01 | 0.409 | 0.466 | |
| SBERT_RTModel Type=Retrained retrieval model2025.01 | 0.363 | 0.418 |