{ "split_name": "NanoNFCorpus", "queries": 50, "corpus": 2953, "qrels": 2518, "source_non_positive_qrels": 0, "qrels_selection": { "qrels_policy": "full positive qrels preserved", "restored_qrels_from": "sentence-transformers/NanoBEIR-en@beb106fbcfaa599c508c667041bf8c85fd78736b", "previous_hakari_qrels": 1651, "restored_qrels": 867, "max_positive_qrels_per_query": 463 }, "bm25": { "config": { "backend": "bm25s", "algorithm": "okapi", "source": "computed_bm25s", "tokenizer": "regex", "tokenizer_name": null, "stemmer_algorithm": "english", "top_k": 500, "k1": 1.5, "b": 0.75, "show_progress": false, "auto_selected": true, "auto_detected_language": "sh", "auto_detection_language_counts": { "sh": 3, "sl": 2, "bs": 1, "ceb": 1, "en": 2, "sr": 1 }, "auto_detection_sample_size": 10 }, "ndcg_at_10": 0.17764347669629224, "recall_at_100": 0.12298699330397568, "candidate_coverage": { "top_k": 500, "query_count": 50, "query_with_relevance_count": 50, "covered_query_count": 50, "query_coverage": 1.0, "relevant_count": 2518, "covered_relevant_count": 2518, "relevant_coverage": 1.0 }, "rebuild_policy": "BM25 top-500 was recomputed locally; full qrels were preserved; qrels-positive documents were forced into the top-500 candidate list when missing.", "forced_queries": 47, "forced_doc_count": 1948, "missing_positive_doc_count_after_forcing": 0, "rebuilt_at_utc": "2026-06-07T22:41:30.401331+00:00" }, "harrier_oss_v1_270m": { "source": "copied from current hakari-bench dataset; dense top-500 is qrels-independent", "ndcg_at_10": 0.24105976427444703, "recall_at_100": 0.18763592765728906, "candidate_coverage": { "top_k": 500, "query_count": 50, "query_with_relevance_count": 50, "covered_query_count": 47, "query_coverage": 0.94, "relevant_count": 2518, "covered_relevant_count": 802, "relevant_coverage": 0.31850675138999207 } }, "reranking_hybrid": { "source": "rebuilt from BM25 top-500 and harrier_oss_v1_270m top-500 with RRF", "rrf_k": 100, "top_k": 100, "ndcg_at_10": 0.23009498171751613, "recall_at_100": 0.20870425429465364, "candidate_coverage": { "top_k": 100, "query_count": 50, "query_with_relevance_count": 50, "covered_query_count": 41, "query_coverage": 0.82, "relevant_count": 2518, "covered_relevant_count": 387, "relevant_coverage": 0.15369340746624305 }, "safeguard_positive_count": 9 } }