| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Information Retrieval | NFCorpus (test) | NDCG@100.462 | 65 | |
| Information Retrieval | NFCorpus | Leakage0.68 | 16 | |
| Corpus Stealing Attack | NFCorpus v1 (test) | CR0.844 | 12 | |
| Logical Retrieval | NFCorpus BEIR v1 (test) | nDCG@100.74 | 12 | |
| Retrieval | NFCorpus-G | R@1037.6 | 10 | |
| Information Retrieval | Nfcorpus | NDCG47.6 | 8 | |
| Adversarial Attack | NFCorpus | Contriever52.55 | 6 | |
| Information Retrieval | NFCorpus | Accuracy37.66 | 6 | |
| Information Retrieval | NFCorpus BEIR | nDCG35.6 | 5 | |
| Information Retrieval | NFCorpus Medical | MRR84.8 | 4 | |
| Dense Retrieval | NFCorpus | Relative Improvement8.1 | 4 | |
| Information Retrieval | NFCorpus | QPS1,196.16 | 4 | |
| RAG Reconstruction Fidelity | NFCorpus | Success Rate52.59 | 3 | |
| Knowledge Base Stealing | NFCorpus (test) | Q0.7595 | 1 | |
| Retrieval | NFCorpus | Spearman Correlation0.857 | 1 |