SparseGeometricRAG / results /msmarco_scale /idf2_best_dev_results.json
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{
"protocol": "IDF^2 final lexical rule selected robustly on five disjoint 1000-query TRAIN folds; untouched full DEV",
"params": {
"preselection_eta": 1.0,
"preselection_lexical_idf_power": 1.0,
"preselection_length_b": 0.2,
"P": 2000,
"gamma_tail": 0.25,
"lambda_M": 0.125,
"final_lexical_idf_power": 2.0,
"final_length_b": 0.1,
"coordination_alpha": 0.25,
"lambda_lex": 4.0,
"lambda_sem": 0.3,
"h": 0,
"S": 16
},
"dev_metrics": {
"nDCG@10": 0.1800468441369344,
"MRR@10": 0.14521706008095694,
"P@10": 0.031017191977077363,
"R@10": 0.29814947468958924,
"R@100": 0.5191380133715378,
"Hit@10": 0.30472779369627506,
"Hit@100": 0.5296561604584528,
"n_queries": 6980
},
"route_relevant_recall": 0.8218993812214151,
"pool_relevant_recall": 0.7058111380145279,
"timing": {
"median_ms": 37.31188149868103,
"p95_ms": 80.73717710176423,
"mean_ms": 43.64869377392529,
"qps": 22.91019303302443,
"avg_candidate_docs": 95025.36577325498
}
}