SparseGeometricRAG / results /beir /scifact_p50_sweep_result.json
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{
"dataset": "SciFact",
"P": 50,
"branch_quality": "mean top-3 E_dj among P pool docs; E_dj=m_dj*rho_q(j)*L_dj*C_dj^gamma",
"selection": "top-10 branches by H_j; soft document diversity lambda_D=0.1; IDF^2 final lexical term",
"timing": {
"prepare_median_ms": 6.916647000025478,
"prepare_p95_ms": 9.987326550071888
},
"variants": {
"current_z": {
"P@10": 0.07266666666666666,
"R@10": 0.6563333333333332,
"Hit@10": 0.6733333333333333,
"P@100": 0.008000000000000002,
"R@100": 0.7064444444444444,
"Hit@100": 0.72,
"MRR@10": 0.5405489417989418,
"nDCG@10": 0.5630407091468883,
"n_queries": 300.0,
"route_recall_micro": 0.7817109144542773,
"pool_recall_micro": 0.7079646017699115,
"avg_candidates": 156.75333333333333,
"rank_median_ms": 0.003697500005728216,
"rank_p95_ms": 0.004394999928081234
},
"hq10_softdoc_l0.1": {
"P@10": 0.07266666666666666,
"R@10": 0.6563333333333332,
"Hit@10": 0.6733333333333333,
"P@100": 0.008000000000000002,
"R@100": 0.7064444444444444,
"Hit@100": 0.72,
"MRR@10": 0.5405198412698413,
"nDCG@10": 0.5628440203177064,
"n_queries": 300.0,
"route_recall_micro": 0.7817109144542773,
"pool_recall_micro": 0.7079646017699115,
"avg_candidates": 156.75333333333333,
"rank_median_ms": 0.7425409999086696,
"rank_p95_ms": 0.809893949826801
}
}
}