Reranking on SciFact (test)
98.71MAPMemReranker-0.6B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MemReranker-0.6BParameters=0.6B2026.05 | 98.71 | 98.8 | 98 | 98.94 | 99.05 | 100 | |
| Qwen3-Reranker-8BParameters=8B2026.05 | 98.64 | 98.72 | 97.67 | 99.01 | 99.01 | 100 | |
| MemReranker-4BParameters=4B2026.05 | 98.11 | 98.11 | 96.33 | 98.61 | 98.61 | 100 | |
| BGE-Reranker-v2-m3Model Version=v2-m32026.05 | 97.08 | 97.13 | 95.67 | 97.5 | 97.62 | 99.33 | |
| GPT-4o-miniModel Version=mini2026.05 | 92.34 | 93.56 | 92 | 92.66 | 92.66 | 93.38 |