SparseGeometricRAG / results /msmarco_scale /early_lex_dev_results.json
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{
"protocol": "shortlist strategy locked on deterministic TRAIN validation; DEV untouched",
"selected": {
"strategy": "direct early lexical fusion",
"eta": 1.0,
"P": 2000,
"gamma_tail": 0.25,
"lambda_M": 0.125,
"lambda_lex_final": 4.0,
"lambda_sem_final": 0.1,
"h": 0
},
"secondary_validation_fixed_comparator": {
"strategy": "quota rescue",
"lex_quota": 500
},
"direct_dev_metrics": {
"nDCG@10": 0.17428851897196151,
"MRR@10": 0.14018721289853095,
"P@10": 0.030186246418338107,
"R@10": 0.2901026743075454,
"R@100": 0.5043218720152818,
"Hit@10": 0.2964183381088825,
"Hit@100": 0.5148997134670487,
"n_queries": 6980
},
"quota500_dev_metrics": {
"nDCG@10": 0.17478958836348163,
"MRR@10": 0.14076209805794332,
"P@10": 0.03022922636103152,
"R@10": 0.2903175740210124,
"R@100": 0.507043935052531,
"Hit@10": 0.2967048710601719,
"Hit@100": 0.5173352435530086,
"n_queries": 6980
},
"route_relevant_recall": 0.8218993812214151,
"direct_pool_relevant_recall": 0.7058111380145279,
"quota_pool_relevant_recall": 0.7202044659671778,
"direct_timing": {
"median_ms": 37.90266900068673,
"p95_ms": 81.34407640027347,
"mean_ms": 44.10531592690188,
"qps": 22.673003899515287,
"avg_candidate_docs": 95025.36577325498
}
}