Passage Reranking on NFCorpus BEIR
36.44NDCG@10HeadRank
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HeadRankModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 36.44 | 100 | |
| HeadRankModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 36.23 | 100 | |
| QR-RModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 35.68 | 100 | |
| CoReModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 35.13 | 100 | |
| HeadRankModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 35.09 | 100 | |
| CoReModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 34.91 | 100 | |
| QR-RModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 34.7 | 100 | |
| ICRModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 34.65 | 100 | |
| ICRModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 34.61 | 100 | |
| QR-RModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 34.28 | 100 | |
| ICRModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 34.06 | 100 | |
| BM25 (top40)Model=Baseline, Top-40 retrieval setting=BM252026.04 | 33.75 | 100 | |
| RankGPTModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 33.48 | 76.6 | |
| NIAHModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 33.42 | 100 | |
| CoReModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 33.22 | 100 | |
| NIAHModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 32.4 | 100 | |
| NIAHModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 32.26 | 100 | |
| RankGPTModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 30.24 | 95.8 | |
| RankGPTModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 28.82 | 97.1 |