Reranking on NFCorpus (test)
74.56MAPMemReranker-4B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MemReranker-4BParameters=4B2026.05 | 74.56 | 89.27 | 85.14 | 80.82 | 80.12 | 46.19 | |
| Qwen3-Reranker-8BParameters=8B2026.05 | 73.63 | 88.7 | 84.24 | 80.18 | 79.97 | 46.51 | |
| MemReranker-0.6BParameters=0.6B2026.05 | 71.72 | 88.73 | 84.52 | 78.96 | 77.38 | 43.76 | |
| BGE-Reranker-v2-m3Model Version=v2-m32026.05 | 65.1 | 84.82 | 79.26 | 71.51 | 70.84 | 40.26 | |
| GPT-4o-miniModel Version=mini2026.05 | 61.41 | 86.72 | 82.59 | 72.17 | 67.22 | 35.93 |