Passage Reranking on FiQA BEIR
29.88NDCG@10CoRe
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CoReModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 29.88 | 100 | |
| HeadRankModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 28.73 | 100 | |
| CoReModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 28.49 | 100 | |
| QR-RModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 28.18 | 100 | |
| HeadRankModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 28.11 | 100 | |
| QR-RModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 27.61 | 100 | |
| RankGPTModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 27.23 | 95.8 | |
| ICRModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 27.17 | 100 | |
| NIAHModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 26.29 | 100 | |
| HeadRankModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 25.99 | 100 | |
| RankGPTModel=Qwen3-1.7B, Top-40 retrieval setting=BM252026.04 | 25.95 | 97.1 | |
| CoReModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 25.66 | 100 | |
| NIAHModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 25 | 100 | |
| ICRModel=Qwen3-4B, Top-40 retrieval setting=BM252026.04 | 24.53 | 100 | |
| QR-RModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 24.42 | 100 | |
| BM25 (top40)Model=Baseline, Top-40 retrieval setting=BM252026.04 | 23.61 | 100 | |
| NIAHModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 23.53 | 100 | |
| RankGPTModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 23.22 | 76.6 | |
| ICRModel=Qwen3-0.6B, Top-40 retrieval setting=BM252026.04 | 22.7 | 100 |