SparseGeometricRAG / results /msmarco_scale /full_msmarco_dev_fast_results.json
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{
"protocol": "h=0 selected on deterministic 1000-query TRAIN validation sweep; full 6980-query DEV untouched",
"best_h": 0,
"dev_metrics": {
"nDCG@10": 0.16601912415048203,
"MRR@10": 0.13446877700459361,
"P@10": 0.02851002865329513,
"R@10": 0.2734718242597899,
"R@100": 0.4745702005730659,
"Hit@10": 0.2800859598853868,
"Hit@100": 0.4848137535816619,
"n_queries": 6980
},
"timing": {
"median_ms": 31.329864999861456,
"p95_ms": 79.1605076500673,
"mean_ms": 37.54520276890687,
"qps": 26.63456117563312,
"avg_candidate_docs": 95890.32464183381,
"median_candidate_docs": 77277.5,
"avg_candidate_memberships": 103003.0223495702
},
"stage_diagnostics": {
"routed_relevant_recall": 0.8192819685356999,
"pool_P2000_relevant_recall": 0.6075030254134732,
"final_R100": 0.4745702005730659,
"total_positive_qrels": 7437
},
"index_meta": {
"N": 8841823,
"M": 50000,
"F": 4,
"S": 16,
"avg_doc_length": 54.516098546645864,
"build_seconds_resume": 11.759559392929077,
"geometry": "geometry_1m_fullcorpus_vocab"
},
"geometry_note": "full 8.84M vocabulary/IDF; geometric codebook calibrated on first 1M passages",
"physical_optimizations": "branch-sorted postings; query-local dense center/reliability lookup; global compact support CSR; ranking verified identical on regression queries"
}