{ "split_name": "fa", "queries": 200, "corpus": 10000, "qrels": 427, "source_positive_qrels": 427, "source_non_positive_qrels": 1664, "query_limit": 200, "doc_limit": 10000, "dedupe_query_texts": true, "dedupe_doc_texts": true, "qrels_score_policy": "score > 0 kept as qrels; score <= 0 excluded and used as hard-negative corpus candidates", "query_selection": { "skipped_queries_without_positive_qrels": 0, "skipped_duplicate_query_ids": 0, "skipped_duplicate_query_texts": 0 }, "corpus_selection": { "positive_doc_count": 426, "source_hard_negative_doc_candidates": 1656, "kept_hard_negative_docs": 1656, "missing_positive_docs": 0, "missing_hard_negative_docs": 0, "duplicate_doc_texts_removed": 0, "hard_negative_sampling_policy": "query_round_robin" }, "qrels_selection": { "qrels_per_query_cap": 100, "removed_qrels_over_cap": 0, "qrels_cap_policy": "positive qrels are capped per query to the BM25 candidate top_k" }, "bm25": { "config": { "backend": "bm25s", "algorithm": "okapi", "source": "computed_bm25s", "tokenizer": "regex", "tokenizer_name": null, "stemmer_algorithm": "english", "top_k": 100, "k1": 1.5, "b": 0.75, "show_progress": false, "auto_selected": false, "auto_detected_language": null, "auto_detection_language_counts": null, "auto_detection_sample_size": null }, "ndcg_at_10": 0.5787921084448737, "candidate_coverage": { "top_k": 100, "query_count": 200, "query_with_relevance_count": 200, "covered_query_count": 200, "query_coverage": 1.0, "relevant_count": 427, "covered_relevant_count": 427, "relevant_coverage": 1.0 }, "forced_queries": 14, "forced_doc_count": 17, "missing_positive_doc_count_after_forcing": 0 }, "description": "NanoMIRACL rebuilt from hotchpotch/miracl-hf-unified dev queries, preserving all source positive passages for each sampled query and using source negatives as hard negative corpus candidates before random corpus fill.", "source_dataset_id": "hotchpotch/miracl-hf-unified", "source_dataset_revision": "21ad00eb467639e927b5badb7c49f4947c6c24ca", "source_dataset_subset": "fa_queries", "source_eval_split": "dev", "source_split_policy": "Use `dev` from `fa_queries` for each language.", "source_query_selection_policy": "Take the first 200 queries with at least one source positive; fewer if the source split has fewer eligible queries." }