{ "baseline": "bm25lex", "candidate": "wsclaim24", "n_shared_queries": 38, "fixed_by_candidate": [ "q14", "q25" ], "broken_by_candidate": [ "q15", "q28", "q33", "q34" ], "discordant": 6, "net_queries": -2, "mcnemar_exact_p": 0.6875, "min_detectable_swing_queries": 6, "observed_run_to_run_drift_queries": 0, "noise_floor_queries": 6, "verdict": "no measurable difference", "baseline_aggregate": { "n_queries": 38, "n_scored": 35, "hit@5": 0.7428571428571429, "recall@5": 0.5536485340056769, "recall@10": 0.6175677497106068, "precision@5": 0.20000000000000007, "mrr@10": 0.5021428571428571, "nonsense_clean": "2/3", "superseded_outranks": "2/3", "latency_ms_p50": 1184.4, "latency_ms_p95": 1620.0, "latency_ms_max": 1655.4, "errors": 0, "by_category": { "associative": { "n": 6, "hit@5": 0.6666666666666666, "recall@5": 0.08857808857808858, "recall@10": 0.23310023310023312, "mrr@10": 0.25 }, "exact_rare": { "n": 6, "hit@5": 1.0, "recall@5": 1.0, "recall@10": 1.0, "mrr@10": 1.0 }, "nonsense": { "n": 3, "clean": 2, "avg_false_positives": 3.3333333333333335 }, "paraphrase": { "n": 13, "hit@5": 0.6153846153846154, "recall@5": 0.6153846153846154, "recall@10": 0.6153846153846154, "mrr@10": 0.2846153846153846 }, "phrase": { "n": 7, "hit@5": 1.0, "recall@5": 0.5494614512471656, "recall@10": 0.6023242630385487, "mrr@10": 0.8214285714285714 }, "superseded": { "n": 3, "hit@5": 0.3333333333333333, "recall@5": 0.3333333333333333, "recall@10": 0.6666666666666666, "mrr@10": 0.20833333333333334, "outranks": 2 } } }, "candidate_aggregate": { "n_queries": 38, "n_scored": 35, "hit@5": 0.7428571428571429, "recall@5": 0.5768475572047, "recall@10": 0.6563414759843332, "precision@5": 0.19428571428571437, "mrr@10": 0.5026530612244898, "nonsense_clean": "0/3", "superseded_outranks": "2/3", "latency_ms_p50": 524.8, "latency_ms_p95": 738.7, "latency_ms_max": 755.8, "errors": 0, "by_category": { "associative": { "n": 6, "hit@5": 0.5, "recall@5": 0.07575757575757576, "recall@10": 0.13636363636363635, "mrr@10": 0.23214285714285712 }, "exact_rare": { "n": 6, "hit@5": 1.0, "recall@5": 1.0, "recall@10": 1.0, "mrr@10": 1.0 }, "nonsense": { "n": 3, "clean": 0, "avg_false_positives": 10.0 }, "paraphrase": { "n": 13, "hit@5": 0.6923076923076923, "recall@5": 0.6923076923076923, "recall@10": 0.7692307692307693, "mrr@10": 0.29423076923076924 }, "phrase": { "n": 7, "hit@5": 1.0, "recall@5": 0.5335884353741497, "recall@10": 0.5933956916099773, "mrr@10": 0.8214285714285714 }, "superseded": { "n": 3, "hit@5": 0.3333333333333333, "recall@5": 0.3333333333333333, "recall@10": 0.6666666666666666, "mrr@10": 0.20833333333333334, "outranks": 2 } } }, "repeat_variance": { "baseline": { "runs": 2, "hit@5_min": 0.7428571428571429, "hit@5_max": 0.7428571428571429, "spread_queries": 0 } } }